diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_1JET_13TEV_DIF/filter.py b/nnpdf_data/nnpdf_data/commondata/ATLAS_1JET_13TEV_DIF/filter.py index 391ad206e5..cc95ec37f0 100644 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_1JET_13TEV_DIF/filter.py +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_1JET_13TEV_DIF/filter.py @@ -2,6 +2,7 @@ from nnpdf_data.filter_utils.utils import prettify_float from nnpdf_data.filter_utils.utils import symmetrize_errors as se +from nnpdf_data.filter_utils.utils import uncert_skip_variant as usv yaml.add_representer(float, prettify_float) @@ -182,3 +183,11 @@ def processData(): processData() + +usv('uncertainties.yaml', 'uncertainties_wo-lumi.yaml', 'uncertainties_lumi.yaml', 'syst_lumi') +usv( + 'uncertainties_altcorr1.yaml', + 'uncertainties_altcorr1_wo-lumi.yaml', + 'uncertainties_altcorr1_lumi.yaml', + 'syst_lumi', +) diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_1JET_13TEV_DIF/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_1JET_13TEV_DIF/metadata.yaml index bb1cdabce6..b78ea0fa9d 100644 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_1JET_13TEV_DIF/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_1JET_13TEV_DIF/metadata.yaml @@ -13,8 +13,8 @@ hepdata: url: "https://www.hepdata.net/record/ins1634970" version: 1 -version: 1 -version_comment: "NA" +version: 2 +version_comment: "Separated luminosity uncertainty" implemented_observables: @@ -31,7 +31,8 @@ implemented_observables: file: kinematics.yaml data_central: data.yaml data_uncertainties: - - uncertainties.yaml + - uncertainties_wo-lumi.yaml + - uncertainties_lumi.yaml kinematic_coverage: [y, pT, sqrts] plotting: kinematics_override: identity @@ -50,6 +51,10 @@ implemented_observables: - ATLAS_1JET_13TEV_DIF_PT-Y_BIN5 - ATLAS_1JET_13TEV_DIF_PT-Y_BIN6 operation: 'null' + variants: + wo-lumi: + data_uncertainties: + - uncertainties_wo-lumi.yaml - observable: {description: "double differential cross section w.r.t. pT and y - altcorr1", label: '$\frac{d^2\sigma}{dp_T d|y|}$', units: "$pb/GeV$"} observable_name: PT-Y-ALTCORR1 @@ -64,7 +69,8 @@ implemented_observables: file: kinematics_altcorr1.yaml data_central: data_altcorr1.yaml data_uncertainties: - - uncertainties_altcorr1.yaml + - uncertainties_altcorr1_wo-lumi.yaml + - uncertainties_altcorr1_lumi.yaml kinematic_coverage: [y, pT, sqrts] plotting: kinematics_override: identity @@ -83,3 +89,7 @@ implemented_observables: - ATLAS_1JET_13TEV_DIF_PT-Y_BIN5 - ATLAS_1JET_13TEV_DIF_PT-Y_BIN6 operation: 'null' + variants: + wo-lumi: + data_uncertainties: + - uncertainties_altcorr1_wo-lumi.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_1JET_13TEV_DIF/uncertainties_altcorr1_lumi.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_1JET_13TEV_DIF/uncertainties_altcorr1_lumi.yaml new file mode 100644 index 0000000000..cc74de62bc --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_1JET_13TEV_DIF/uncertainties_altcorr1_lumi.yaml @@ -0,0 +1,183 @@ +definitions: + syst_lumi: + description: '' + treatment: MULT + type: CORR +bins: +- syst_lumi: 249.59 +- syst_lumi: 120.963 +- syst_lumi: 62.421 +- syst_lumi: 33.99 +- syst_lumi: 18.16 +- syst_lumi: 10.114 +- syst_lumi: 5.732 +- syst_lumi: 3.345 +- syst_lumi: 2.019 +- syst_lumi: 1.201 +- syst_lumi: 0.7437 +- syst_lumi: 0.4662 +- syst_lumi: 0.2914 +- syst_lumi: 0.1861 +- syst_lumi: 0.11887 +- syst_lumi: 0.07523 +- syst_lumi: 0.04825 +- syst_lumi: 0.0313 +- syst_lumi: 0.02032 +- syst_lumi: 0.013288 +- syst_lumi: 0.008686 +- syst_lumi: 0.005726 +- syst_lumi: 0.003764 +- syst_lumi: 0.0025 +- syst_lumi: 0.001655 +- syst_lumi: 1.09420000e-03 +- syst_lumi: 7.12100000e-04 +- syst_lumi: 0.000448 +- syst_lumi: 2.34200000e-04 +- syst_lumi: 8.61400000e-05 +- syst_lumi: 1.73e-05 +- syst_lumi: 1.96100000e-06 +- syst_lumi: 5.73600000e-08 +- syst_lumi: 235.17 +- syst_lumi: 114.466 +- syst_lumi: 58.654 +- syst_lumi: 31.03 +- syst_lumi: 16.63 +- syst_lumi: 9.407 +- syst_lumi: 5.343 +- syst_lumi: 3.096 +- syst_lumi: 1.873 +- syst_lumi: 1.1216 +- syst_lumi: 0.6802 +- syst_lumi: 0.4304 +- syst_lumi: 0.2675 +- syst_lumi: 0.167 +- syst_lumi: 0.10582 +- syst_lumi: 0.06795 +- syst_lumi: 0.04312 +- syst_lumi: 0.02756 +- syst_lumi: 0.01788 +- syst_lumi: 0.011538 +- syst_lumi: 0.007586 +- syst_lumi: 0.004983 +- syst_lumi: 0.003241 +- syst_lumi: 0.002094 +- syst_lumi: 1.37540000e-03 +- syst_lumi: 8.99500000e-04 +- syst_lumi: 5.82200000e-04 +- syst_lumi: 3.60500000e-04 +- syst_lumi: 1.81700000e-04 +- syst_lumi: 6.28200000e-05 +- syst_lumi: 1.24720000e-05 +- syst_lumi: 3.06200000e-07 +- syst_lumi: 208.53 +- syst_lumi: 100.634 +- syst_lumi: 49.914 +- syst_lumi: 26.65 +- syst_lumi: 14.51 +- syst_lumi: 7.928 +- syst_lumi: 4.45 +- syst_lumi: 2.563 +- syst_lumi: 1.524 +- syst_lumi: 0.9036 +- syst_lumi: 0.5499 +- syst_lumi: 0.3381 +- syst_lumi: 0.2077 +- syst_lumi: 0.12802 +- syst_lumi: 0.08077 +- syst_lumi: 0.05023 +- syst_lumi: 0.03162 +- syst_lumi: 0.02007 +- syst_lumi: 0.012652 +- syst_lumi: 0.008072 +- syst_lumi: 0.00511 +- syst_lumi: 0.003231 +- syst_lumi: 0.002053 +- syst_lumi: 0.00129 +- syst_lumi: 8.03900000e-04 +- syst_lumi: 4.97900000e-04 +- syst_lumi: 3.16100000e-04 +- syst_lumi: 1.81800000e-04 +- syst_lumi: 7.78300000e-05 +- syst_lumi: 2.32300000e-05 +- syst_lumi: 1.47500000e-06 +- syst_lumi: 173.13 +- syst_lumi: 82.787 +- syst_lumi: 41.375 +- syst_lumi: 21.75 +- syst_lumi: 11.488 +- syst_lumi: 6.252 +- syst_lumi: 3.538 +- syst_lumi: 2.035 +- syst_lumi: 1.1524 +- syst_lumi: 0.6749 +- syst_lumi: 0.39546 +- syst_lumi: 0.2422 +- syst_lumi: 0.1457 +- syst_lumi: 0.08972 +- syst_lumi: 0.0536 +- syst_lumi: 0.03251 +- syst_lumi: 0.01971 +- syst_lumi: 0.011766 +- syst_lumi: 0.007194 +- syst_lumi: 0.004233 +- syst_lumi: 0.002486 +- syst_lumi: 0.001461 +- syst_lumi: 8.61200000e-04 +- syst_lumi: 4.97500000e-04 +- syst_lumi: 2.68400000e-04 +- syst_lumi: 1.45100000e-04 +- syst_lumi: 8.15900000e-05 +- syst_lumi: 4.18200000e-05 +- syst_lumi: 1.34360000e-05 +- syst_lumi: 2.14700000e-06 +- syst_lumi: 1.36220000e-07 +- syst_lumi: 139.573 +- syst_lumi: 63.988 +- syst_lumi: 30.93 +- syst_lumi: 15.89 +- syst_lumi: 8.187 +- syst_lumi: 4.378 +- syst_lumi: 2.389 +- syst_lumi: 1.3199 +- syst_lumi: 0.7596 +- syst_lumi: 0.4084 +- syst_lumi: 0.2275 +- syst_lumi: 0.13192 +- syst_lumi: 0.07368 +- syst_lumi: 0.04233 +- syst_lumi: 0.02348 +- syst_lumi: 0.012661 +- syst_lumi: 0.006801 +- syst_lumi: 0.003673 +- syst_lumi: 0.001869 +- syst_lumi: 9.18800000e-04 +- syst_lumi: 4.59100000e-04 +- syst_lumi: 2.15600000e-04 +- syst_lumi: 1.03100000e-04 +- syst_lumi: 4.17600000e-05 +- syst_lumi: 1.64900000e-05 +- syst_lumi: 6.84600000e-06 +- syst_lumi: 2.61400000e-06 +- syst_lumi: 9.24400000e-07 +- syst_lumi: 102.582 +- syst_lumi: 45.966 +- syst_lumi: 21.46 +- syst_lumi: 10.416 +- syst_lumi: 5.16 +- syst_lumi: 2.524 +- syst_lumi: 1.2512 +- syst_lumi: 0.6246 +- syst_lumi: 0.312 +- syst_lumi: 0.1525 +- syst_lumi: 0.07339 +- syst_lumi: 0.03556 +- syst_lumi: 0.01721 +- syst_lumi: 0.007872 +- syst_lumi: 0.003302 +- syst_lumi: 1.36660000e-03 +- syst_lumi: 5.16500000e-04 +- syst_lumi: 1.67100000e-04 +- syst_lumi: 5.43100000e-05 +- syst_lumi: 1.62500000e-05 +- syst_lumi: 5.14400000e-06 +- syst_lumi: 5.55700000e-07 diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_1JET_13TEV_DIF/uncertainties_altcorr1.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_1JET_13TEV_DIF/uncertainties_altcorr1_wo-lumi.yaml similarity index 99% rename from nnpdf_data/nnpdf_data/commondata/ATLAS_1JET_13TEV_DIF/uncertainties_altcorr1.yaml rename to nnpdf_data/nnpdf_data/commondata/ATLAS_1JET_13TEV_DIF/uncertainties_altcorr1_wo-lumi.yaml index 98edfae40a..77035e3715 100644 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_1JET_13TEV_DIF/uncertainties_altcorr1.yaml +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_1JET_13TEV_DIF/uncertainties_altcorr1_wo-lumi.yaml @@ -1331,10 +1331,6 @@ definitions: description: '' treatment: MULT type: CORR - syst_lumi: - description: '' - treatment: MULT - type: CORR syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: description: '' treatment: MULT @@ -1377,7 +1373,7 @@ bins: syst_JER_NP3: 1.03296639e+01 syst_JER_NP4: 6.33469499e+01 syst_JER_NP5: 9.43170025e+00 - syst_JER_NP6: 1.24358200e+01 + syst_JER_NP6: 12.43582 syst_JER_NP7: 1.51508733e+01 syst_JER_NP8: 2.11556535e+01 syst_JES_EtaIntercalibration_Modelling: 8.13447102e-06 @@ -1701,7 +1697,6 @@ bins: syst_PRW: 31.41 syst_Unfolding_bias: 16.84 syst_cleaning: 1.19032594e+02 - syst_lumi: 249.59 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 4.93480273e-14 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 1.44836304e+02 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 3.39266120e+01 @@ -2020,7 +2015,7 @@ bins: syst_JES_Pileup_Pt_term: 1.75253096e+01 syst_JES_PunchThrough_MC15: 0.0 syst_JES_SingleParticle_HighPt: 0.0 - syst_JES_Zjet_MC: 1.10517400e+02 + syst_JES_Zjet_MC: 110.5174 syst_JES_Zjet_MuScale: 8.02671544e+00 syst_JES_Zjet_MuSmearID: 9.92968788e-01 syst_JES_Zjet_MuSmearMS: 3.59614834e+00 @@ -2043,7 +2038,6 @@ bins: syst_PRW: 15.83 syst_Unfolding_bias: 7.183 syst_cleaning: 4.93556538e+01 - syst_lumi: 120.963 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 9.41105386e-09 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 6.43254509e+01 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 1.50511727e+01 @@ -2329,7 +2323,7 @@ bins: syst_JES_Gjet_Stat4: 5.37250060e-01 syst_JES_Gjet_Stat5: 9.66066089e-01 syst_JES_Gjet_Stat6: 3.15529903e+00 - syst_JES_Gjet_Stat7: 5.26522200e+00 + syst_JES_Gjet_Stat7: 5.265222 syst_JES_Gjet_Stat8: 2.39791076e+00 syst_JES_Gjet_Stat9: 1.81223177e+00 syst_JES_Gjet_Veto: 1.27948871e+01 @@ -2385,7 +2379,6 @@ bins: syst_PRW: 9.485 syst_Unfolding_bias: 0.9165 syst_cleaning: 1.90871999e+01 - syst_lumi: 62.421 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 2.10030159e-05 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 2.99870018e+01 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 6.95522471e+00 @@ -2727,7 +2720,6 @@ bins: syst_PRW: 4.631 syst_Unfolding_bias: 1.1015 syst_cleaning: 7.94664911e+00 - syst_lumi: 33.99 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 2.10904931e-03 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 1.48519460e+01 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 3.44961723e+00 @@ -3069,7 +3061,6 @@ bins: syst_PRW: 1.0661 syst_Unfolding_bias: 0.5577 syst_cleaning: 4.53191094e+00 - syst_lumi: 18.16 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 2.67828826e-02 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 7.10561431e+00 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 1.69077342e+00 @@ -3411,7 +3402,6 @@ bins: syst_PRW: 0.007999 syst_Unfolding_bias: 0.1447 syst_cleaning: 2.51320572e+00 - syst_lumi: 10.114 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 7.69610609e-02 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 3.47820960e+00 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 8.54050237e-01 @@ -3753,7 +3743,6 @@ bins: syst_PRW: 0.11474 syst_Unfolding_bias: 0.038927 syst_cleaning: 1.39689898e+00 - syst_lumi: 5.732 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 8.79685603e-02 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 1.73755194e+00 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 4.37554805e-01 @@ -4095,7 +4084,6 @@ bins: syst_PRW: 0.08381 syst_Unfolding_bias: 0.01608 syst_cleaning: 7.89555361e-01 - syst_lumi: 3.345 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 4.38401719e-02 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 9.33619252e-01 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 2.36000440e-01 @@ -4382,7 +4370,7 @@ bins: syst_JES_Gjet_Stat5: 4.47510637e-03 syst_JES_Gjet_Stat6: 9.27305920e-03 syst_JES_Gjet_Stat7: 1.78506166e-02 - syst_JES_Gjet_Stat8: 2.04260000e-02 + syst_JES_Gjet_Stat8: 0.020426 syst_JES_Gjet_Stat9: 6.41258737e-02 syst_JES_Gjet_Veto: 4.72295784e-01 syst_JES_Gjet_dPhi: 9.39605907e-02 @@ -4437,7 +4425,6 @@ bins: syst_PRW: 0.05258 syst_Unfolding_bias: 0.008886 syst_cleaning: 4.61591540e-01 - syst_lumi: 2.019 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 1.61423292e-02 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 5.46372236e-01 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 1.35051732e-01 @@ -4779,7 +4766,6 @@ bins: syst_PRW: 0.0315 syst_Unfolding_bias: 0.005196 syst_cleaning: 2.74097040e-01 - syst_lumi: 1.201 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 4.56987689e-02 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 3.20500125e-01 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 7.51607777e-02 @@ -5121,7 +5107,6 @@ bins: syst_PRW: 0.01953 syst_Unfolding_bias: 0.003208 syst_cleaning: 1.69654377e-01 - syst_lumi: 0.7437 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 4.91601879e-02 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 1.95756756e-01 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 4.17497434e-02 @@ -5463,7 +5448,6 @@ bins: syst_PRW: 0.012243 syst_Unfolding_bias: 0.00201 syst_cleaning: 1.16402475e-01 - syst_lumi: 0.4662 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 4.20359998e-02 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 1.21145819e-01 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 2.26221396e-02 @@ -5805,7 +5789,6 @@ bins: syst_PRW: 0.007652 syst_Unfolding_bias: 1.25620000e-03 syst_cleaning: 7.38026849e-02 - syst_lumi: 0.2914 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 3.17215258e-02 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 7.46851208e-02 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 1.18319858e-02 @@ -6147,7 +6130,6 @@ bins: syst_PRW: 0.004887 syst_Unfolding_bias: 8.02200000e-04 syst_cleaning: 4.70078589e-02 - syst_lumi: 0.1861 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 2.23694814e-02 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 4.70513284e-02 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 6.13258706e-03 @@ -6489,7 +6471,6 @@ bins: syst_PRW: 0.003122 syst_Unfolding_bias: 5.12500000e-04 syst_cleaning: 3.01203635e-02 - syst_lumi: 0.11887 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 1.50010558e-02 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 2.97377487e-02 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 3.17369611e-03 @@ -6831,7 +6812,6 @@ bins: syst_PRW: 0.001976 syst_Unfolding_bias: 3.24300000e-04 syst_cleaning: 1.94422703e-02 - syst_lumi: 0.07523 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 9.65311228e-03 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 1.87186291e-02 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 1.74630546e-03 @@ -7173,7 +7153,6 @@ bins: syst_PRW: 1.26710000e-03 syst_Unfolding_bias: 0.000208 syst_cleaning: 1.28691375e-02 - syst_lumi: 0.04825 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 6.12473199e-03 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 1.19826522e-02 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 1.08182499e-03 @@ -7515,7 +7494,6 @@ bins: syst_PRW: 8.22100000e-04 syst_Unfolding_bias: 1.34960000e-04 syst_cleaning: 8.31124580e-03 - syst_lumi: 0.0313 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 3.81615573e-03 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 7.71491962e-03 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 7.05161811e-04 @@ -7857,7 +7835,6 @@ bins: syst_PRW: 5.33500000e-04 syst_Unfolding_bias: 8.75900000e-05 syst_cleaning: 5.68892088e-03 - syst_lumi: 0.02032 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 2.29904458e-03 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 4.90643832e-03 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 4.41240501e-04 @@ -8199,7 +8176,6 @@ bins: syst_PRW: 0.000349 syst_Unfolding_bias: 5.72900000e-05 syst_cleaning: 3.71871308e-03 - syst_lumi: 0.013288 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 1.35847934e-03 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 3.12252314e-03 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 2.58901463e-04 @@ -8541,7 +8517,6 @@ bins: syst_PRW: 2.28100000e-04 syst_Unfolding_bias: 3.74500000e-05 syst_cleaning: 2.53745443e-03 - syst_lumi: 0.008686 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 7.96400314e-04 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 1.98252131e-03 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 1.40819048e-04 @@ -8883,7 +8858,6 @@ bins: syst_PRW: 1.50400000e-04 syst_Unfolding_bias: 2.46900000e-05 syst_cleaning: 1.69394569e-03 - syst_lumi: 0.005726 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 4.77250312e-04 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 1.27155472e-03 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 7.08952204e-05 @@ -9225,7 +9199,6 @@ bins: syst_PRW: 9.88500000e-05 syst_Unfolding_bias: 1.62300000e-05 syst_cleaning: 1.10764649e-03 - syst_lumi: 0.003764 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 2.92723094e-04 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 8.19545404e-04 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 3.10329003e-05 @@ -9567,7 +9540,6 @@ bins: syst_PRW: 6.56600000e-05 syst_Unfolding_bias: 1.07790000e-05 syst_cleaning: 7.33003902e-04 - syst_lumi: 0.0025 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 1.85150122e-04 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 5.39062063e-04 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 9.91524422e-06 @@ -9909,7 +9881,6 @@ bins: syst_PRW: 4.34600000e-05 syst_Unfolding_bias: 7.13500000e-06 syst_cleaning: 5.17969794e-04 - syst_lumi: 0.001655 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 1.17200098e-04 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 3.54950007e-04 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 9.62191575e-08 @@ -10251,7 +10222,6 @@ bins: syst_PRW: 2.87300000e-05 syst_Unfolding_bias: 4.71700000e-06 syst_cleaning: 3.43041323e-04 - syst_lumi: 1.09420000e-03 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 7.38996324e-05 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 2.32900000e-04 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 3.34711290e-06 @@ -10593,7 +10563,6 @@ bins: syst_PRW: 1.87e-05 syst_Unfolding_bias: 3.07e-06 syst_cleaning: 2.18411607e-04 - syst_lumi: 7.12100000e-04 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 4.61341162e-05 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 1.49900600e-04 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 3.90450752e-06 @@ -10935,7 +10904,6 @@ bins: syst_PRW: 1.17650000e-05 syst_Unfolding_bias: 1.93100000e-06 syst_cleaning: 1.37091821e-04 - syst_lumi: 0.000448 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 2.84448168e-05 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 9.32300386e-05 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 3.59005164e-06 @@ -11277,7 +11245,6 @@ bins: syst_PRW: 6.15100000e-06 syst_Unfolding_bias: 1.00990000e-06 syst_cleaning: 7.16376214e-05 - syst_lumi: 2.34200000e-04 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 1.59001572e-05 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 4.94059356e-05 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 2.99545706e-06 @@ -11619,7 +11586,6 @@ bins: syst_PRW: 2.26200000e-06 syst_Unfolding_bias: 3.71400000e-07 syst_cleaning: 2.62405697e-05 - syst_lumi: 8.61400000e-05 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 7.19100223e-06 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 1.96302496e-05 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 1.92400468e-06 @@ -11961,7 +11927,6 @@ bins: syst_PRW: 4.54200000e-07 syst_Unfolding_bias: 7.45700000e-08 syst_cleaning: 5.02294734e-06 - syst_lumi: 1.73e-05 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 2.17411775e-06 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 5.01549108e-06 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 9.12468525e-07 @@ -12303,7 +12268,6 @@ bins: syst_PRW: 5.35800000e-08 syst_Unfolding_bias: 8.52e-09 syst_cleaning: 4.30068216e-07 - syst_lumi: 1.96100000e-06 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 2.40879155e-07 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 5.12401581e-07 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 2.16351398e-07 @@ -12645,7 +12609,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 7.32e-09 syst_cleaning: 1.27219132e-08 - syst_lumi: 5.73600000e-08 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 9.49257441e-09 @@ -12935,7 +12898,7 @@ bins: syst_JES_Gjet_Stat8: 5.98800658e+00 syst_JES_Gjet_Stat9: 2.66967543e-01 syst_JES_Gjet_Veto: 4.48932189e+01 - syst_JES_Gjet_dPhi: 2.99260100e+01 + syst_JES_Gjet_dPhi: 29.92601 syst_JES_LArESZee: 1.44760648e+02 syst_JES_LArEsmear: 1.42500536e+01 syst_JES_LAr_JVT: 2.77302015e+01 @@ -12987,7 +12950,6 @@ bins: syst_PRW: 8.652 syst_Unfolding_bias: 32.91 syst_cleaning: 1.12399705e+02 - syst_lumi: 235.17 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 3.34663234e-03 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 1.29750181e+02 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 1.03143482e+02 @@ -13013,7 +12975,7 @@ bins: syst_JES_EtaIntercalibration_Stat0: 0.0 syst_JES_EtaIntercalibration_Stat1: 0.0 syst_JES_EtaIntercalibration_Stat10: 0.0 - syst_JES_EtaIntercalibration_Stat100: 7.89383600e+00 + syst_JES_EtaIntercalibration_Stat100: 7.893836 syst_JES_EtaIntercalibration_Stat101: 7.13699608e-01 syst_JES_EtaIntercalibration_Stat102: 6.22773426e-03 syst_JES_EtaIntercalibration_Stat103: 1.99445650e-01 @@ -13329,7 +13291,6 @@ bins: syst_PRW: 4.212 syst_Unfolding_bias: 9.307 syst_cleaning: 4.67402571e+01 - syst_lumi: 114.466 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 2.76826241e-03 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 5.70477029e+01 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 4.55719222e+01 @@ -13619,7 +13580,7 @@ bins: syst_JES_Gjet_Stat8: 2.40407378e+00 syst_JES_Gjet_Stat9: 1.59930093e+00 syst_JES_Gjet_Veto: 1.21184759e+01 - syst_JES_Gjet_dPhi: 6.35014100e+00 + syst_JES_Gjet_dPhi: 6.350141 syst_JES_LArESZee: 4.10603023e+01 syst_JES_LArEsmear: 3.93734149e+00 syst_JES_LAr_JVT: 6.40843310e+00 @@ -13671,7 +13632,6 @@ bins: syst_PRW: 2.158 syst_Unfolding_bias: 2.901 syst_cleaning: 1.80652899e+01 - syst_lumi: 58.654 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 1.52937879e-02 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 2.62283182e+01 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 2.11473940e+01 @@ -14013,7 +13973,6 @@ bins: syst_PRW: 1.1415 syst_Unfolding_bias: 1.2508 syst_cleaning: 7.52489473e+00 - syst_lumi: 31.03 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 5.42545745e-02 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 1.28713547e+01 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 1.03080742e+01 @@ -14355,7 +14314,6 @@ bins: syst_PRW: 0.6118 syst_Unfolding_bias: 0.6406 syst_cleaning: 4.24265845e+00 - syst_lumi: 16.63 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 7.48148876e-02 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 6.30257098e+00 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 5.01749208e+00 @@ -14697,7 +14655,6 @@ bins: syst_PRW: 0.3461 syst_Unfolding_bias: 0.3601 syst_cleaning: 2.41188075e+00 - syst_lumi: 9.407 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 7.02681384e-02 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 3.08728635e+00 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 2.52915890e+00 @@ -15039,7 +14996,6 @@ bins: syst_PRW: 0.1966 syst_Unfolding_bias: 0.2043 syst_cleaning: 1.36052591e+00 - syst_lumi: 5.343 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 4.23001341e-02 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 1.51292399e+00 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 1.28726732e+00 @@ -15381,7 +15337,6 @@ bins: syst_PRW: 0.1139 syst_Unfolding_bias: 0.11838 syst_cleaning: 7.73793698e-01 - syst_lumi: 3.096 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 1.72316338e-02 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 8.07489950e-01 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 7.05616856e-01 @@ -15723,7 +15678,6 @@ bins: syst_PRW: 0.0689 syst_Unfolding_bias: 0.07161 syst_cleaning: 4.61591540e-01 - syst_lumi: 1.873 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 2.92334581e-02 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 4.73532882e-01 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 4.22313639e-01 @@ -16014,7 +15968,7 @@ bins: syst_JES_Gjet_Stat9: 2.73447010e-02 syst_JES_Gjet_Veto: 2.89880579e-01 syst_JES_Gjet_dPhi: 4.98491113e-02 - syst_JES_LArESZee: 1.24444400e+00 + syst_JES_LArESZee: 1.244444 syst_JES_LArEsmear: 9.90878614e-02 syst_JES_LAr_JVT: 1.37802006e-01 syst_JES_MJB_Alpha: 4.18992070e-03 @@ -16065,7 +16019,6 @@ bins: syst_PRW: 0.04127 syst_Unfolding_bias: 0.04289 syst_cleaning: 2.76435309e-01 - syst_lumi: 1.1216 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 3.68057971e-02 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 2.77964688e-01 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 2.44936747e-01 @@ -16407,7 +16360,6 @@ bins: syst_PRW: 0.02503 syst_Unfolding_bias: 0.02601 syst_cleaning: 1.67316108e-01 - syst_lumi: 0.6802 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 3.38026271e-02 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 1.66262646e-01 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 1.34950540e-01 @@ -16749,7 +16701,6 @@ bins: syst_PRW: 0.01584 syst_Unfolding_bias: 0.01646 syst_cleaning: 1.10496181e-01 - syst_lumi: 0.4304 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 2.71739360e-02 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 1.04497013e-01 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 7.34300729e-02 @@ -17091,7 +17042,6 @@ bins: syst_PRW: 0.009841 syst_Unfolding_bias: 0.010228 syst_cleaning: 6.90655260e-02 - syst_lumi: 0.2675 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 1.98234728e-02 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 6.45109717e-02 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 3.78235964e-02 @@ -17433,7 +17383,6 @@ bins: syst_PRW: 0.006144 syst_Unfolding_bias: 0.006386 syst_cleaning: 4.30761036e-02 - syst_lumi: 0.167 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 1.39247557e-02 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 4.01306920e-02 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 1.91627608e-02 @@ -17775,7 +17724,6 @@ bins: syst_PRW: 3.89360000e-03 syst_Unfolding_bias: 0.004047 syst_cleaning: 2.73664028e-02 - syst_lumi: 0.10582 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 9.41435557e-03 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 2.52247537e-02 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 9.83650653e-03 @@ -18117,7 +18065,6 @@ bins: syst_PRW: 0.0025 syst_Unfolding_bias: 0.002599 syst_cleaning: 1.78661041e-02 - syst_lumi: 0.06795 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 6.09964972e-03 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 1.58586404e-02 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 5.28919616e-03 @@ -18459,7 +18406,6 @@ bins: syst_PRW: 0.001587 syst_Unfolding_bias: 0.001649 syst_cleaning: 1.16038744e-02 - syst_lumi: 0.04312 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 3.75700958e-03 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 9.86953853e-03 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 2.97636590e-03 @@ -18801,7 +18747,6 @@ bins: syst_PRW: 0.001014 syst_Unfolding_bias: 1.05390000e-03 syst_cleaning: 7.38806272e-03 - syst_lumi: 0.02756 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 2.26770385e-03 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 6.25938192e-03 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 1.74151163e-03 @@ -19143,7 +19088,6 @@ bins: syst_PRW: 6.57700000e-04 syst_Unfolding_bias: 6.83600000e-04 syst_cleaning: 5.02208132e-03 - syst_lumi: 0.01788 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 1.36565404e-03 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 4.03009925e-03 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 1.01235071e-03 @@ -19485,7 +19429,6 @@ bins: syst_PRW: 4.24500000e-04 syst_Unfolding_bias: 4.41200000e-04 syst_cleaning: 3.24759526e-03 - syst_lumi: 0.011538 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 8.17161384e-04 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 2.57324290e-03 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 5.50961060e-04 @@ -19827,7 +19770,6 @@ bins: syst_PRW: 2.79100000e-04 syst_Unfolding_bias: 2.90100000e-04 syst_cleaning: 2.22048914e-03 - syst_lumi: 0.007586 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 4.96919619e-04 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 1.67275125e-03 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 2.81489871e-04 @@ -20169,7 +20111,6 @@ bins: syst_PRW: 1.83300000e-04 syst_Unfolding_bias: 1.90500000e-04 syst_cleaning: 1.47570729e-03 - syst_lumi: 0.004983 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 2.99416044e-04 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 1.08706963e-03 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 1.31549894e-04 @@ -20511,7 +20452,6 @@ bins: syst_PRW: 1.19240000e-04 syst_Unfolding_bias: 1.23940000e-04 syst_cleaning: 9.55399225e-04 - syst_lumi: 0.003241 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 1.79420122e-04 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 7.02365039e-04 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 5.75109648e-05 @@ -20853,7 +20793,6 @@ bins: syst_PRW: 7.70500000e-05 syst_Unfolding_bias: 8.00800000e-05 syst_cleaning: 6.16956498e-04 - syst_lumi: 0.002094 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 1.08780665e-04 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 4.52550934e-04 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 2.57516136e-05 @@ -21195,7 +21134,6 @@ bins: syst_PRW: 5.06e-05 syst_Unfolding_bias: 5.25900000e-05 syst_cleaning: 4.30241421e-04 - syst_lumi: 1.37540000e-03 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 6.82532644e-05 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 2.96156154e-04 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 1.22090237e-05 @@ -21537,7 +21475,6 @@ bins: syst_PRW: 3.30900000e-05 syst_Unfolding_bias: 3.44e-05 syst_cleaning: 2.81804666e-04 - syst_lumi: 8.99500000e-04 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 4.30767756e-05 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 1.92181236e-04 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 7.82349985e-06 @@ -21879,7 +21816,6 @@ bins: syst_PRW: 2.14200000e-05 syst_Unfolding_bias: 2.22600000e-05 syst_cleaning: 1.78401233e-04 - syst_lumi: 5.82200000e-04 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 2.70862068e-05 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 1.22768902e-04 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 8.64531357e-06 @@ -22221,7 +22157,6 @@ bins: syst_PRW: 1.32620000e-05 syst_Unfolding_bias: 1.37840000e-05 syst_cleaning: 1.10374938e-04 - syst_lumi: 3.60500000e-04 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 1.64500061e-05 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 7.47438312e-05 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 9.29440961e-06 @@ -22563,7 +22498,6 @@ bins: syst_PRW: 6.68200000e-06 syst_Unfolding_bias: 6.94700000e-06 syst_cleaning: 5.55901707e-05 - syst_lumi: 1.81700000e-04 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 8.84750965e-06 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 3.80759513e-05 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 8.61314223e-06 @@ -22905,7 +22839,6 @@ bins: syst_PRW: 2.2e-06 syst_Unfolding_bias: 2.40200000e-06 syst_cleaning: 1.91564819e-05 - syst_lumi: 6.28200000e-05 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 3.97389470e-06 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 1.46450836e-05 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 5.61608618e-06 @@ -23247,7 +23180,6 @@ bins: syst_PRW: 8.24700000e-08 syst_Unfolding_bias: 4.76900000e-07 syst_cleaning: 3.62345029e-06 - syst_lumi: 1.24720000e-05 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 1.17062925e-06 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 3.67984249e-06 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 2.50015999e-06 @@ -23589,7 +23521,6 @@ bins: syst_PRW: 2.21400000e-13 syst_Unfolding_bias: 1.17100000e-08 syst_cleaning: 7.11613074e-08 - syst_lumi: 3.06200000e-07 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 1.40639343e-07 @@ -23931,7 +23862,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 16.1 syst_cleaning: 9.98388726e+01 - syst_lumi: 208.53 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 9.79788427e+01 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 1.70052230e+02 @@ -23945,7 +23875,7 @@ bins: syst_JER_NOISE_FORWARD: 0.0 syst_JER_NP0: 9.69668852e+01 syst_JER_NP1: 1.01619077e+01 - syst_JER_NP2: 1.10845000e+01 + syst_JER_NP2: 11.0845 syst_JER_NP3: 1.27620379e+01 syst_JER_NP4: 2.69714238e+00 syst_JER_NP5: 6.97129204e+00 @@ -24273,7 +24203,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 7.657 syst_cleaning: 4.09110401e+01 - syst_lumi: 100.634 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 4.31809746e+01 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 7.53475376e+01 @@ -24596,7 +24525,7 @@ bins: syst_JES_Zjet_MuScale: 3.53079566e+00 syst_JES_Zjet_MuSmearID: 5.56518955e-01 syst_JES_Zjet_MuSmearMS: 2.19854378e+00 - syst_JES_Zjet_OOC: 2.32870500e+01 + syst_JES_Zjet_OOC: 23.28705 syst_JES_Zjet_Stat1: 1.79916501e-01 syst_JES_Zjet_Stat10: 5.27943965e+00 syst_JES_Zjet_Stat11: 1.87569195e-01 @@ -24615,7 +24544,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 3.458 syst_cleaning: 1.52160663e+01 - syst_lumi: 49.914 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 1.91054567e+01 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 3.40238986e+01 @@ -24623,14 +24551,14 @@ bins: syst_splitted_2_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_2_percrossOpt7_JES_Flavour_Response: 7.42286179e+01 syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation: 1.68712773e-02 - syst_splitted_3_perbinPercrossOpt18_JES_Pileup_Rho_topology: 1.55367500e+01 + syst_splitted_3_perbinPercrossOpt18_JES_Pileup_Rho_topology: 15.53675 - stat: 7.73 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 syst_JER_NP0: 2.10446478e+01 syst_JER_NP1: 2.50788257e+00 syst_JER_NP2: 6.86037803e-01 - syst_JER_NP3: 4.25402900e+00 + syst_JER_NP3: 4.254029 syst_JER_NP4: 7.39251789e-01 syst_JER_NP5: 1.25089258e+00 syst_JER_NP6: 1.08719730e+00 @@ -24937,7 +24865,7 @@ bins: syst_JES_Zjet_MC: 2.43185788e+01 syst_JES_Zjet_MuScale: 1.85962167e+00 syst_JES_Zjet_MuSmearID: 2.71437520e-01 - syst_JES_Zjet_MuSmearMS: 1.50793700e+00 + syst_JES_Zjet_MuSmearMS: 1.507937 syst_JES_Zjet_OOC: 1.03606149e+01 syst_JES_Zjet_Stat1: 1.01916674e-01 syst_JES_Zjet_Stat10: 3.42667419e+00 @@ -24957,7 +24885,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 1.561 syst_cleaning: 6.42504247e+00 - syst_lumi: 26.65 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 9.13950595e+00 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 1.66969249e+01 @@ -25221,7 +25148,7 @@ bins: syst_JES_EtaIntercalibration_Stat92: 5.17713055e-03 syst_JES_EtaIntercalibration_Stat93: 5.84871497e-02 syst_JES_EtaIntercalibration_Stat94: 2.48802572e-01 - syst_JES_EtaIntercalibration_Stat95: 1.64700000e-01 + syst_JES_EtaIntercalibration_Stat95: 0.1647 syst_JES_EtaIntercalibration_Stat96: 1.00434712e-03 syst_JES_EtaIntercalibration_Stat97: 1.10591444e-04 syst_JES_EtaIntercalibration_Stat98: 0.0 @@ -25299,7 +25226,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.7495 syst_cleaning: 3.70399065e+00 - syst_lumi: 14.51 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 4.42952873e+00 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 8.20501219e+00 @@ -25314,7 +25240,7 @@ bins: syst_JER_NP0: 5.35201651e+00 syst_JER_NP1: 8.25717850e-01 syst_JER_NP2: 7.42410560e-01 - syst_JER_NP3: 1.32115600e+00 + syst_JER_NP3: 1.321156 syst_JER_NP4: 2.80251079e-01 syst_JER_NP5: 6.11945055e-01 syst_JER_NP6: 2.19640177e-01 @@ -25641,7 +25567,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.39196 syst_cleaning: 2.03515970e+00 - syst_lumi: 7.928 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 2.17019492e+00 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 4.01400897e+00 @@ -25960,7 +25885,7 @@ bins: syst_JES_Pileup_Pt_term: 8.16371427e-01 syst_JES_PunchThrough_MC15: 1.34320540e-05 syst_JES_SingleParticle_HighPt: 0.0 - syst_JES_Zjet_MC: 3.67353600e+00 + syst_JES_Zjet_MC: 3.673536 syst_JES_Zjet_MuScale: 2.43038284e-01 syst_JES_Zjet_MuSmearID: 3.92953140e-02 syst_JES_Zjet_MuSmearMS: 4.01100399e-01 @@ -25983,7 +25908,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.2179 syst_cleaning: 1.13587892e+00 - syst_lumi: 4.45 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 1.09032496e+00 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 2.05243855e+00 @@ -26325,7 +26249,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.1253 syst_cleaning: 6.45448733e-01 - syst_lumi: 2.563 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 5.77230561e-01 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 1.12063140e+00 @@ -26667,7 +26590,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.07449 syst_cleaning: 3.78712909e-01 - syst_lumi: 1.524 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 3.29061985e-01 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 6.53383063e-01 @@ -27009,7 +26931,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.04416 syst_cleaning: 2.23954169e-01 - syst_lumi: 0.9036 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 1.92205203e-01 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 3.73187071e-01 @@ -27351,7 +27272,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.02687 syst_cleaning: 1.36312399e-01 - syst_lumi: 0.5499 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 1.16164045e-01 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 2.06754365e-01 @@ -27693,7 +27613,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.01652 syst_cleaning: 8.76417709e-02 - syst_lumi: 0.3381 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 7.10204562e-02 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 1.09655383e-01 @@ -28035,7 +27954,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.010151 syst_cleaning: 5.41265877e-02 - syst_lumi: 0.2077 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 4.35457033e-02 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 5.58409473e-02 @@ -28377,7 +28295,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.006256 syst_cleaning: 3.32752941e-02 - syst_lumi: 0.12802 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 2.66261502e-02 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 2.77320771e-02 @@ -28719,7 +28636,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 3.94720000e-03 syst_cleaning: 2.10790583e-02 - syst_lumi: 0.08077 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 1.65973823e-02 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 1.40713857e-02 @@ -29061,7 +28977,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.002455 syst_cleaning: 1.33281310e-02 - syst_lumi: 0.05023 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 1.02781826e-02 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 7.41312964e-03 @@ -29403,7 +29318,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.001545 syst_cleaning: 8.57798162e-03 - syst_lumi: 0.03162 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 6.48460670e-03 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 4.25906477e-03 @@ -29745,7 +29659,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.000981 syst_cleaning: 5.42651518e-03 - syst_lumi: 0.02007 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 4.11061529e-03 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 2.53050642e-03 @@ -30087,7 +30000,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 6.18300000e-04 syst_cleaning: 3.58101504e-03 - syst_lumi: 0.012652 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 2.55754194e-03 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 1.42707459e-03 @@ -30429,7 +30341,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 3.94460000e-04 syst_cleaning: 2.28111091e-03 - syst_lumi: 0.008072 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 1.60628477e-03 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 7.45784211e-04 @@ -30771,7 +30682,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 2.49700000e-04 syst_cleaning: 1.50168805e-03 - syst_lumi: 0.00511 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 1.00760074e-03 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 3.52125560e-04 @@ -31113,7 +31023,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 1.57900000e-04 syst_cleaning: 9.63972877e-04 - syst_lumi: 0.003231 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 6.33503575e-04 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 1.56501022e-04 @@ -31455,7 +31364,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 1.00320000e-04 syst_cleaning: 6.09075666e-04 - syst_lumi: 0.002053 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 4.00868797e-04 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 6.97062485e-05 @@ -31797,7 +31705,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 6.30400000e-05 syst_cleaning: 3.81657395e-04 - syst_lumi: 0.00129 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 2.52814611e-04 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 2.98920458e-05 @@ -32139,7 +32046,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 3.92850000e-05 syst_cleaning: 2.53225828e-04 - syst_lumi: 8.03900000e-04 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 1.59342430e-04 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 9.07188033e-06 @@ -32481,7 +32387,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 2.43300000e-05 syst_cleaning: 1.57270213e-04 - syst_lumi: 4.97900000e-04 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 9.97532586e-05 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 3.56630946e-06 @@ -32823,7 +32728,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 1.54500000e-05 syst_cleaning: 9.71074285e-05 - syst_lumi: 3.16100000e-04 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 6.36430332e-05 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 8.72171776e-06 @@ -33165,7 +33069,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 8.88400000e-06 syst_cleaning: 5.58759591e-05 - syst_lumi: 1.81800000e-04 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 3.68482303e-05 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 1.03145769e-05 @@ -33507,7 +33410,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 3.80360000e-06 syst_cleaning: 2.39023011e-05 - syst_lumi: 7.78300000e-05 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 1.66408654e-05 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 8.77450345e-06 @@ -33849,7 +33751,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 1.13120000e-06 syst_cleaning: 7.11439869e-06 - syst_lumi: 2.32300000e-05 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 5.56195062e-06 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 4.66072677e-06 @@ -34191,7 +34092,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 7.10800000e-07 syst_cleaning: 4.24698858e-07 - syst_lumi: 1.47500000e-06 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 4.04512587e-07 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 8.32263858e-07 @@ -34466,7 +34366,7 @@ bins: syst_JES_Gjet_OOC: 1.17808190e+02 syst_JES_Gjet_Purity: 4.85124321e+01 syst_JES_Gjet_Stat1: 0.0 - syst_JES_Gjet_Stat10: 1.39185400e+00 + syst_JES_Gjet_Stat10: 1.391854 syst_JES_Gjet_Stat11: 2.05374737e-01 syst_JES_Gjet_Stat12: 2.04570446e-02 syst_JES_Gjet_Stat13: 3.87056931e-05 @@ -34533,7 +34433,6 @@ bins: syst_PRW: 6.34100000e-09 syst_Unfolding_bias: 4.324 syst_cleaning: 8.27608517e+01 - syst_lumi: 173.13 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 5.14502493e+01 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 2.07237420e+02 @@ -34859,7 +34758,7 @@ bins: syst_JES_Zjet_OOC: 4.95718590e+01 syst_JES_Zjet_Stat1: 1.06601781e+00 syst_JES_Zjet_Stat10: 5.07151780e+00 - syst_JES_Zjet_Stat11: 1.87791800e+00 + syst_JES_Zjet_Stat11: 1.877918 syst_JES_Zjet_Stat12: 7.40145215e-01 syst_JES_Zjet_Stat13: 1.64107198e-02 syst_JES_Zjet_Stat2: 1.02416164e-01 @@ -34875,7 +34774,6 @@ bins: syst_PRW: 3.13100000e-05 syst_Unfolding_bias: 19.01 syst_cleaning: 3.38676555e+01 - syst_lumi: 82.787 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 2.27957512e+01 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 9.03235594e+01 @@ -35217,7 +35115,6 @@ bins: syst_PRW: 0.00493 syst_Unfolding_bias: 9.99 syst_cleaning: 1.26612914e+01 - syst_lumi: 41.375 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 1.04835498e+01 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 4.09791712e+01 @@ -35559,7 +35456,6 @@ bins: syst_PRW: 0.07342 syst_Unfolding_bias: 3.302 syst_cleaning: 5.09655950e+00 - syst_lumi: 21.75 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 4.86748403e+00 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 2.00696487e+01 @@ -35901,7 +35797,6 @@ bins: syst_PRW: 0.2409 syst_Unfolding_bias: 0.7309 syst_cleaning: 2.84575948e+00 - syst_lumi: 11.488 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 2.19726216e+00 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 9.89405391e+00 @@ -36243,7 +36138,6 @@ bins: syst_PRW: 0.2953 syst_Unfolding_bias: 0.11509 syst_cleaning: 1.56577393e+00 - syst_lumi: 6.252 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 1.03952284e+00 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 4.93108943e+00 @@ -36585,7 +36479,6 @@ bins: syst_PRW: 0.2261 syst_Unfolding_bias: 0.01439 syst_cleaning: 8.74772260e-01 - syst_lumi: 3.538 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 5.37471885e-01 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 2.55896517e+00 @@ -36927,7 +36820,6 @@ bins: syst_PRW: 0.1425 syst_Unfolding_bias: 0.001567 syst_cleaning: 4.91642622e-01 - syst_lumi: 2.035 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 2.93350337e-01 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 1.37921223e+00 @@ -37269,7 +37161,6 @@ bins: syst_PRW: 0.08257 syst_Unfolding_bias: 1.56900000e-04 syst_cleaning: 2.71585567e-01 - syst_lumi: 1.1524 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 1.61367655e-01 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 7.38643987e-01 @@ -37611,7 +37502,6 @@ bins: syst_PRW: 0.0486 syst_Unfolding_bias: 1.49800000e-05 syst_cleaning: 1.58915662e-01 - syst_lumi: 0.6749 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 9.32946740e-02 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 3.99613311e-01 @@ -37953,7 +37843,6 @@ bins: syst_PRW: 0.0285 syst_Unfolding_bias: 1.47700000e-06 syst_cleaning: 9.33142373e-02 - syst_lumi: 0.39546 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 5.52360906e-02 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 2.07714149e-01 @@ -38295,7 +38184,6 @@ bins: syst_PRW: 0.01746 syst_Unfolding_bias: 1.62300000e-07 syst_cleaning: 6.09422077e-02 - syst_lumi: 0.2422 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 3.44041974e-02 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 1.08017888e-01 @@ -38637,7 +38525,6 @@ bins: syst_PRW: 0.010503 syst_Unfolding_bias: 1.79800000e-08 syst_cleaning: 3.71351693e-02 - syst_lumi: 0.1457 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 2.07450301e-02 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 5.27350119e-02 @@ -38979,7 +38866,6 @@ bins: syst_PRW: 0.006467 syst_Unfolding_bias: 2.13400000e-09 syst_cleaning: 2.27071861e-02 - syst_lumi: 0.08972 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 1.27520283e-02 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 2.55350793e-02 @@ -39321,7 +39207,6 @@ bins: syst_PRW: 3.86390000e-03 syst_Unfolding_bias: 2.60300000e-10 syst_cleaning: 1.36832014e-02 - syst_lumi: 0.0536 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 7.64294766e-03 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 1.19649413e-02 @@ -39663,7 +39548,6 @@ bins: syst_PRW: 0.002343 syst_Unfolding_bias: 3.44500000e-11 syst_cleaning: 8.47405858e-03 - syst_lumi: 0.03251 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 4.66814267e-03 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 5.91412149e-03 @@ -40005,7 +39889,6 @@ bins: syst_PRW: 0.001421 syst_Unfolding_bias: 4.90500000e-12 syst_cleaning: 5.29747739e-03 - syst_lumi: 0.01971 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 2.86940290e-03 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 3.10271925e-03 @@ -40347,7 +40230,6 @@ bins: syst_PRW: 8.48200000e-04 syst_Unfolding_bias: 7.41900000e-13 syst_cleaning: 3.16099272e-03 - syst_lumi: 0.011766 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 1.74050704e-03 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 1.62017839e-03 @@ -40689,7 +40571,6 @@ bins: syst_PRW: 5.18600000e-04 syst_Unfolding_bias: 1.24220000e-13 syst_cleaning: 2.04555200e-03 - syst_lumi: 0.007194 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 1.07444312e-03 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 8.05436570e-04 @@ -41031,7 +40912,6 @@ bins: syst_PRW: 3.05200000e-04 syst_Unfolding_bias: 2.16200000e-14 syst_cleaning: 1.19996480e-03 - syst_lumi: 0.004233 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 6.30081733e-04 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 3.30341445e-04 @@ -41373,7 +41253,6 @@ bins: syst_PRW: 1.79500000e-04 syst_Unfolding_bias: 4.05300000e-15 syst_cleaning: 7.35255568e-04 - syst_lumi: 0.002486 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 3.63822907e-04 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 9.88176112e-05 @@ -41715,7 +41594,6 @@ bins: syst_PRW: 1.07080000e-04 syst_Unfolding_bias: 8.18900000e-16 syst_cleaning: 4.39681098e-04 - syst_lumi: 0.001461 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 2.09800048e-04 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 1.36653062e-05 @@ -42057,7 +41935,6 @@ bins: syst_PRW: 6.80100000e-05 syst_Unfolding_bias: 1.78400000e-16 syst_cleaning: 2.57729160e-04 - syst_lumi: 8.61200000e-04 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 1.22879781e-04 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 2.87483508e-05 @@ -42399,7 +42276,6 @@ bins: syst_PRW: 4.72100000e-05 syst_Unfolding_bias: 4.01400000e-17 syst_cleaning: 1.48523357e-04 - syst_lumi: 4.97500000e-04 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 7.18225193e-05 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 3.10424077e-05 @@ -42741,7 +42617,6 @@ bins: syst_PRW: 3.27700000e-05 syst_Unfolding_bias: 8.96e-18 syst_cleaning: 8.59703418e-05 - syst_lumi: 2.68400000e-04 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 4.00870328e-05 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 2.53310299e-05 @@ -43083,7 +42958,6 @@ bins: syst_PRW: 2.21500000e-05 syst_Unfolding_bias: 2.18900000e-18 syst_cleaning: 4.64969039e-05 - syst_lumi: 1.45100000e-04 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 2.28056660e-05 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 1.92082586e-05 @@ -43425,7 +43299,6 @@ bins: syst_PRW: 1.45900000e-05 syst_Unfolding_bias: 6.06500000e-19 syst_cleaning: 2.54091853e-05 - syst_lumi: 8.15900000e-05 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 1.35675123e-05 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 1.44919071e-05 @@ -43767,7 +43640,6 @@ bins: syst_PRW: 8.46600000e-06 syst_Unfolding_bias: 1.53900000e-19 syst_cleaning: 1.30250221e-05 - syst_lumi: 4.18200000e-05 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 7.38152078e-06 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 9.97665148e-06 @@ -44109,7 +43981,6 @@ bins: syst_PRW: 3.42900000e-06 syst_Unfolding_bias: 2.09e-20 syst_cleaning: 4.20368731e-06 - syst_lumi: 1.34360000e-05 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 2.59150010e-06 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 4.78808281e-06 @@ -44451,7 +44322,6 @@ bins: syst_PRW: 8.50800000e-07 syst_Unfolding_bias: 1.22100000e-21 syst_cleaning: 6.74633790e-07 - syst_lumi: 2.14700000e-06 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 4.77550131e-07 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 1.25811403e-06 @@ -44793,7 +44663,6 @@ bins: syst_PRW: 7.01800000e-08 syst_Unfolding_bias: 0.0 syst_cleaning: 4.09197003e-08 - syst_lumi: 1.36220000e-07 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 4.37366903e-08 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 1.79489164e-07 @@ -45065,7 +44934,7 @@ bins: syst_JES_EtaIntercalibration_TotalStat_MJB: 3.16975751e-03 syst_JES_Flavour_Comp: 2.07365571e+01 syst_JES_Gjet_Generator: 1.50737197e+02 - syst_JES_Gjet_OOC: 9.66656100e+01 + syst_JES_Gjet_OOC: 96.66561 syst_JES_Gjet_Purity: 4.13564326e+01 syst_JES_Gjet_Stat1: 1.83683988e-02 syst_JES_Gjet_Stat10: 1.39092658e+00 @@ -45135,7 +45004,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 6.64258805e+01 - syst_lumi: 139.573 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 2.16546162e+02 @@ -45396,7 +45264,7 @@ bins: syst_JES_EtaIntercalibration_Stat9: 0.0 syst_JES_EtaIntercalibration_Stat90: 2.94406658e+00 syst_JES_EtaIntercalibration_Stat91: 7.43460172e+00 - syst_JES_EtaIntercalibration_Stat92: 3.21306100e+00 + syst_JES_EtaIntercalibration_Stat92: 3.213061 syst_JES_EtaIntercalibration_Stat93: 4.71438178e-01 syst_JES_EtaIntercalibration_Stat94: 0.0 syst_JES_EtaIntercalibration_Stat95: 0.0 @@ -45477,7 +45345,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 2.61539672e+01 - syst_lumi: 63.988 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 8.89147618e+01 @@ -45819,7 +45686,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 9.47171984e+00 - syst_lumi: 30.93 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 3.75709609e+01 @@ -46161,7 +46027,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 3.70745475e+00 - syst_lumi: 15.89 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 1.78120268e+01 @@ -46503,7 +46368,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 2.06114046e+00 - syst_lumi: 8.187 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 8.88403253e+00 @@ -46845,7 +46709,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 1.09387669e+00 - syst_lumi: 4.378 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 4.55450590e+00 @@ -47187,7 +47050,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 5.85259968e-01 - syst_lumi: 2.389 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 2.29487925e+00 @@ -47529,7 +47391,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 3.12721773e-01 - syst_lumi: 1.3199 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 1.13522990e+00 @@ -47871,7 +47732,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 1.72858671e-01 - syst_lumi: 0.7596 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 5.82992168e-01 @@ -48213,7 +48073,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 9.36606474e-02 - syst_lumi: 0.4084 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 2.81005623e-01 @@ -48555,7 +48414,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 5.20654473e-02 - syst_lumi: 0.2275 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 1.38221854e-01 @@ -48897,7 +48755,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 3.32908825e-02 - syst_lumi: 0.13192 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 6.71599231e-02 @@ -49239,7 +49096,6 @@ bins: syst_PRW: 1.99900000e-39 syst_Unfolding_bias: 0.0 syst_cleaning: 1.89313153e-02 - syst_lumi: 0.07368 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 2.94717199e-02 @@ -49581,7 +49437,6 @@ bins: syst_PRW: 4.85800000e-31 syst_Unfolding_bias: 0.0 syst_cleaning: 1.08530304e-02 - syst_lumi: 0.04233 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 1.30338098e-02 @@ -49923,7 +49778,6 @@ bins: syst_PRW: 2.08900000e-24 syst_Unfolding_bias: 4.23800000e-37 syst_cleaning: 6.04832142e-03 - syst_lumi: 0.02348 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 5.68275998e-03 @@ -50265,7 +50119,6 @@ bins: syst_PRW: 3.24500000e-19 syst_Unfolding_bias: 1.74700000e-29 syst_cleaning: 3.34684178e-03 - syst_lumi: 0.012661 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 2.37118726e-03 @@ -50607,7 +50460,6 @@ bins: syst_PRW: 3.39700000e-15 syst_Unfolding_bias: 1.88600000e-23 syst_cleaning: 1.84636616e-03 - syst_lumi: 0.006801 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 9.01402911e-04 @@ -50949,7 +50801,6 @@ bins: syst_PRW: 3.99200000e-12 syst_Unfolding_bias: 1.04010000e-18 syst_cleaning: 9.94110561e-04 - syst_lumi: 0.003673 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 2.91160986e-04 @@ -51291,7 +51142,6 @@ bins: syst_PRW: 7.48300000e-10 syst_Unfolding_bias: 4.74800000e-15 syst_cleaning: 5.38494596e-04 - syst_lumi: 0.001869 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 4.92228654e-05 @@ -51633,7 +51483,6 @@ bins: syst_PRW: 3.24e-08 syst_Unfolding_bias: 2.88700000e-12 syst_cleaning: 2.64137748e-04 - syst_lumi: 9.18800000e-04 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 3.22808809e-05 @@ -51975,7 +51824,6 @@ bins: syst_PRW: 4.54700000e-07 syst_Unfolding_bias: 3.57e-10 syst_cleaning: 1.36399001e-04 - syst_lumi: 4.59100000e-04 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 4.62811244e-05 @@ -52317,7 +52165,6 @@ bins: syst_PRW: 2.43e-06 syst_Unfolding_bias: 1.12520000e-08 syst_cleaning: 6.55148218e-05 - syst_lumi: 2.15600000e-04 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 3.63156395e-05 @@ -52659,7 +52506,6 @@ bins: syst_PRW: 6.52600000e-06 syst_Unfolding_bias: 1.25600000e-07 syst_cleaning: 3.15579657e-05 - syst_lumi: 1.03100000e-04 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 2.62154458e-05 @@ -53001,7 +52847,6 @@ bins: syst_PRW: 8.75100000e-06 syst_Unfolding_bias: 5.24400000e-07 syst_cleaning: 1.28344965e-05 - syst_lumi: 4.17600000e-05 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 1.51945813e-05 @@ -53343,7 +53188,6 @@ bins: syst_PRW: 7.54900000e-06 syst_Unfolding_bias: 1.07930000e-06 syst_cleaning: 5.37888378e-06 - syst_lumi: 1.64900000e-05 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 7.86707074e-06 @@ -53685,7 +53529,6 @@ bins: syst_PRW: 5.00700000e-06 syst_Unfolding_bias: 1.33980000e-06 syst_cleaning: 2.20836478e-06 - syst_lumi: 6.84600000e-06 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 3.95020645e-06 @@ -54027,7 +53870,6 @@ bins: syst_PRW: 2.49600000e-06 syst_Unfolding_bias: 1.03870000e-06 syst_cleaning: 8.34761887e-07 - syst_lumi: 2.61400000e-06 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 1.74079037e-06 @@ -54369,7 +54211,6 @@ bins: syst_PRW: 1.23370000e-06 syst_Unfolding_bias: 1.7e-06 syst_cleaning: 2.96700303e-07 - syst_lumi: 9.24400000e-07 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 1.13778418e-06 @@ -54711,7 +54552,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 14.73 syst_cleaning: 4.90741955e+01 - syst_lumi: 102.582 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 1.94740191e+02 @@ -54725,7 +54565,7 @@ bins: syst_JER_NOISE_FORWARD: 17.42 syst_JER_NP0: 5.60319010e+01 syst_JER_NP1: 1.34753145e+01 - syst_JER_NP2: 1.00005800e+01 + syst_JER_NP2: 10.00058 syst_JER_NP3: 1.37507446e+01 syst_JER_NP4: 1.68970858e+00 syst_JER_NP5: 9.16160690e+00 @@ -55053,7 +54893,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 3.515 syst_cleaning: 1.87321295e+01 - syst_lumi: 45.966 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 7.78967502e+01 @@ -55395,7 +55234,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.6173 syst_cleaning: 6.45621939e+00 - syst_lumi: 21.46 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 3.13352306e+01 @@ -55737,7 +55575,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.9473 syst_cleaning: 2.42487113e+00 - syst_lumi: 10.416 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 1.37411744e+01 @@ -56079,7 +55916,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.5639 syst_cleaning: 1.32415284e+00 - syst_lumi: 5.16 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 6.61169288e+00 @@ -56421,7 +56257,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.2362 syst_cleaning: 6.47613797e-01 - syst_lumi: 2.524 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 3.19284399e+00 @@ -56763,12 +56598,11 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.08462 syst_cleaning: 3.15319850e-01 - syst_lumi: 1.2512 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 1.49250821e+00 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation: 9.11628905e-03 - syst_splitted_2_perbinPercrossOpt18_JES_Pileup_Rho_topology: 3.29037000e-01 + syst_splitted_2_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.329037 syst_splitted_2_percrossOpt7_JES_Flavour_Response: 6.50703934e-01 syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation: 5.74899522e-03 syst_splitted_3_perbinPercrossOpt18_JES_Pileup_Rho_topology: 3.12631584e-01 @@ -57105,7 +56939,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0725 syst_cleaning: 1.49649190e-01 - syst_lumi: 0.6246 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 6.72487507e-01 @@ -57447,7 +57280,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.04312 syst_cleaning: 7.13604933e-02 - syst_lumi: 0.312 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 2.99041318e-01 @@ -57789,7 +57621,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.005524 syst_cleaning: 3.53511570e-02 - syst_lumi: 0.1525 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 1.25200102e-01 @@ -58131,7 +57962,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.006273 syst_cleaning: 1.73118478e-02 - syst_lumi: 0.07339 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 4.93358673e-02 @@ -58473,7 +58303,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.005464 syst_cleaning: 9.36952884e-03 - syst_lumi: 0.03556 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 1.84888453e-02 @@ -58815,7 +58644,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.003104 syst_cleaning: 4.58993464e-03 - syst_lumi: 0.01721 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 6.17106328e-03 @@ -59157,7 +58985,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.001484 syst_cleaning: 2.07499687e-03 - syst_lumi: 0.007872 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 1.68904196e-03 @@ -59499,7 +59326,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 6.29100000e-04 syst_cleaning: 8.80921041e-04 - syst_lumi: 0.003302 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 3.54434980e-04 @@ -59841,7 +59667,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 2.61900000e-04 syst_cleaning: 3.75075602e-04 - syst_lumi: 1.36660000e-03 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 3.27049471e-05 @@ -60183,7 +60008,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 1.05960000e-04 syst_cleaning: 1.45059255e-04 - syst_lumi: 5.16500000e-04 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 5.58588373e-05 @@ -60525,7 +60349,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 5.05300000e-05 syst_cleaning: 4.75880959e-05 - syst_lumi: 1.67100000e-04 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 4.56507839e-05 @@ -60867,7 +60690,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 3.33500000e-05 syst_cleaning: 1.59868290e-05 - syst_lumi: 5.43100000e-05 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 2.58749312e-05 @@ -61209,7 +61031,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 1.91500000e-05 syst_cleaning: 4.94067493e-06 - syst_lumi: 1.62500000e-05 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 1.08586270e-05 @@ -61551,7 +61372,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 9.68100000e-06 syst_cleaning: 1.56750598e-06 - syst_lumi: 5.14400000e-06 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 4.33582726e-06 @@ -61893,7 +61713,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 1.35730000e-06 syst_cleaning: 1.73464888e-07 - syst_lumi: 5.55700000e-07 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation: 0.0 syst_splitted_1_perbinPercrossOpt18_JES_Pileup_Rho_topology: 0.0 syst_splitted_1_percrossOpt7_JES_Flavour_Response: 1.30461527e-06 diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_1JET_13TEV_DIF/uncertainties_lumi.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_1JET_13TEV_DIF/uncertainties_lumi.yaml new file mode 100644 index 0000000000..cc74de62bc --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_1JET_13TEV_DIF/uncertainties_lumi.yaml @@ -0,0 +1,183 @@ +definitions: + syst_lumi: + description: '' + treatment: MULT + type: CORR +bins: +- syst_lumi: 249.59 +- syst_lumi: 120.963 +- syst_lumi: 62.421 +- syst_lumi: 33.99 +- syst_lumi: 18.16 +- syst_lumi: 10.114 +- syst_lumi: 5.732 +- syst_lumi: 3.345 +- syst_lumi: 2.019 +- syst_lumi: 1.201 +- syst_lumi: 0.7437 +- syst_lumi: 0.4662 +- syst_lumi: 0.2914 +- syst_lumi: 0.1861 +- syst_lumi: 0.11887 +- syst_lumi: 0.07523 +- syst_lumi: 0.04825 +- syst_lumi: 0.0313 +- syst_lumi: 0.02032 +- syst_lumi: 0.013288 +- syst_lumi: 0.008686 +- syst_lumi: 0.005726 +- syst_lumi: 0.003764 +- syst_lumi: 0.0025 +- syst_lumi: 0.001655 +- syst_lumi: 1.09420000e-03 +- syst_lumi: 7.12100000e-04 +- syst_lumi: 0.000448 +- syst_lumi: 2.34200000e-04 +- syst_lumi: 8.61400000e-05 +- syst_lumi: 1.73e-05 +- syst_lumi: 1.96100000e-06 +- syst_lumi: 5.73600000e-08 +- syst_lumi: 235.17 +- syst_lumi: 114.466 +- syst_lumi: 58.654 +- syst_lumi: 31.03 +- syst_lumi: 16.63 +- syst_lumi: 9.407 +- syst_lumi: 5.343 +- syst_lumi: 3.096 +- syst_lumi: 1.873 +- syst_lumi: 1.1216 +- syst_lumi: 0.6802 +- syst_lumi: 0.4304 +- syst_lumi: 0.2675 +- syst_lumi: 0.167 +- syst_lumi: 0.10582 +- syst_lumi: 0.06795 +- syst_lumi: 0.04312 +- syst_lumi: 0.02756 +- syst_lumi: 0.01788 +- syst_lumi: 0.011538 +- syst_lumi: 0.007586 +- syst_lumi: 0.004983 +- syst_lumi: 0.003241 +- syst_lumi: 0.002094 +- syst_lumi: 1.37540000e-03 +- syst_lumi: 8.99500000e-04 +- syst_lumi: 5.82200000e-04 +- syst_lumi: 3.60500000e-04 +- syst_lumi: 1.81700000e-04 +- syst_lumi: 6.28200000e-05 +- syst_lumi: 1.24720000e-05 +- syst_lumi: 3.06200000e-07 +- syst_lumi: 208.53 +- syst_lumi: 100.634 +- syst_lumi: 49.914 +- syst_lumi: 26.65 +- syst_lumi: 14.51 +- syst_lumi: 7.928 +- syst_lumi: 4.45 +- syst_lumi: 2.563 +- syst_lumi: 1.524 +- syst_lumi: 0.9036 +- syst_lumi: 0.5499 +- syst_lumi: 0.3381 +- syst_lumi: 0.2077 +- syst_lumi: 0.12802 +- syst_lumi: 0.08077 +- syst_lumi: 0.05023 +- syst_lumi: 0.03162 +- syst_lumi: 0.02007 +- syst_lumi: 0.012652 +- syst_lumi: 0.008072 +- syst_lumi: 0.00511 +- syst_lumi: 0.003231 +- syst_lumi: 0.002053 +- syst_lumi: 0.00129 +- syst_lumi: 8.03900000e-04 +- syst_lumi: 4.97900000e-04 +- syst_lumi: 3.16100000e-04 +- syst_lumi: 1.81800000e-04 +- syst_lumi: 7.78300000e-05 +- syst_lumi: 2.32300000e-05 +- syst_lumi: 1.47500000e-06 +- syst_lumi: 173.13 +- syst_lumi: 82.787 +- syst_lumi: 41.375 +- syst_lumi: 21.75 +- syst_lumi: 11.488 +- syst_lumi: 6.252 +- syst_lumi: 3.538 +- syst_lumi: 2.035 +- syst_lumi: 1.1524 +- syst_lumi: 0.6749 +- syst_lumi: 0.39546 +- syst_lumi: 0.2422 +- syst_lumi: 0.1457 +- syst_lumi: 0.08972 +- syst_lumi: 0.0536 +- syst_lumi: 0.03251 +- syst_lumi: 0.01971 +- syst_lumi: 0.011766 +- syst_lumi: 0.007194 +- syst_lumi: 0.004233 +- syst_lumi: 0.002486 +- syst_lumi: 0.001461 +- syst_lumi: 8.61200000e-04 +- syst_lumi: 4.97500000e-04 +- syst_lumi: 2.68400000e-04 +- syst_lumi: 1.45100000e-04 +- syst_lumi: 8.15900000e-05 +- syst_lumi: 4.18200000e-05 +- syst_lumi: 1.34360000e-05 +- syst_lumi: 2.14700000e-06 +- syst_lumi: 1.36220000e-07 +- syst_lumi: 139.573 +- syst_lumi: 63.988 +- syst_lumi: 30.93 +- syst_lumi: 15.89 +- syst_lumi: 8.187 +- syst_lumi: 4.378 +- syst_lumi: 2.389 +- syst_lumi: 1.3199 +- syst_lumi: 0.7596 +- syst_lumi: 0.4084 +- syst_lumi: 0.2275 +- syst_lumi: 0.13192 +- syst_lumi: 0.07368 +- syst_lumi: 0.04233 +- syst_lumi: 0.02348 +- syst_lumi: 0.012661 +- syst_lumi: 0.006801 +- syst_lumi: 0.003673 +- syst_lumi: 0.001869 +- syst_lumi: 9.18800000e-04 +- syst_lumi: 4.59100000e-04 +- syst_lumi: 2.15600000e-04 +- syst_lumi: 1.03100000e-04 +- syst_lumi: 4.17600000e-05 +- syst_lumi: 1.64900000e-05 +- syst_lumi: 6.84600000e-06 +- syst_lumi: 2.61400000e-06 +- syst_lumi: 9.24400000e-07 +- syst_lumi: 102.582 +- syst_lumi: 45.966 +- syst_lumi: 21.46 +- syst_lumi: 10.416 +- syst_lumi: 5.16 +- syst_lumi: 2.524 +- syst_lumi: 1.2512 +- syst_lumi: 0.6246 +- syst_lumi: 0.312 +- syst_lumi: 0.1525 +- syst_lumi: 0.07339 +- syst_lumi: 0.03556 +- syst_lumi: 0.01721 +- syst_lumi: 0.007872 +- syst_lumi: 0.003302 +- syst_lumi: 1.36660000e-03 +- syst_lumi: 5.16500000e-04 +- syst_lumi: 1.67100000e-04 +- syst_lumi: 5.43100000e-05 +- syst_lumi: 1.62500000e-05 +- syst_lumi: 5.14400000e-06 +- syst_lumi: 5.55700000e-07 diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_1JET_13TEV_DIF/uncertainties.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_1JET_13TEV_DIF/uncertainties_wo-lumi.yaml similarity index 99% rename from nnpdf_data/nnpdf_data/commondata/ATLAS_1JET_13TEV_DIF/uncertainties.yaml rename to nnpdf_data/nnpdf_data/commondata/ATLAS_1JET_13TEV_DIF/uncertainties_wo-lumi.yaml index 05bcacbfe1..97f129e3d2 100644 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_1JET_13TEV_DIF/uncertainties.yaml +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_1JET_13TEV_DIF/uncertainties_wo-lumi.yaml @@ -1343,10 +1343,6 @@ definitions: description: '' treatment: MULT type: CORR - syst_lumi: - description: '' - treatment: MULT - type: CORR bins: - stat: 79.55 syst_JER_CROSS_CALIB_FORWARD: 0.0 @@ -1357,7 +1353,7 @@ bins: syst_JER_NP3: 1.03296639e+01 syst_JER_NP4: 6.33469499e+01 syst_JER_NP5: 9.43170025e+00 - syst_JER_NP6: 1.24358200e+01 + syst_JER_NP6: 12.43582 syst_JER_NP7: 1.51508733e+01 syst_JER_NP8: 2.11556535e+01 syst_JES_EtaIntercalibration_Modelling: 8.13447102e-06 @@ -1684,7 +1680,6 @@ bins: syst_PRW: 31.41 syst_Unfolding_bias: 16.84 syst_cleaning: 1.19032594e+02 - syst_lumi: 249.59 - stat: 49.29 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -1998,7 +1993,7 @@ bins: syst_JES_Pileup_Rho_topology: 6.49902670e+01 syst_JES_PunchThrough_MC15: 0.0 syst_JES_SingleParticle_HighPt: 0.0 - syst_JES_Zjet_MC: 1.10517400e+02 + syst_JES_Zjet_MC: 110.5174 syst_JES_Zjet_MuScale: 8.02671544e+00 syst_JES_Zjet_MuSmearID: 9.92968788e-01 syst_JES_Zjet_MuSmearMS: 3.59614834e+00 @@ -2021,7 +2016,6 @@ bins: syst_PRW: 15.83 syst_Unfolding_bias: 7.183 syst_cleaning: 4.93556538e+01 - syst_lumi: 120.963 - stat: 18.272 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -2300,7 +2294,7 @@ bins: syst_JES_Gjet_Stat4: 5.37250060e-01 syst_JES_Gjet_Stat5: 9.66066089e-01 syst_JES_Gjet_Stat6: 3.15529903e+00 - syst_JES_Gjet_Stat7: 5.26522200e+00 + syst_JES_Gjet_Stat7: 5.265222 syst_JES_Gjet_Stat8: 2.39791076e+00 syst_JES_Gjet_Stat9: 1.81223177e+00 syst_JES_Gjet_Veto: 1.27948871e+01 @@ -2358,7 +2352,6 @@ bins: syst_PRW: 9.485 syst_Unfolding_bias: 0.9165 syst_cleaning: 1.90871999e+01 - syst_lumi: 62.421 - stat: 9.163 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -2695,7 +2688,6 @@ bins: syst_PRW: 4.631 syst_Unfolding_bias: 1.1015 syst_cleaning: 7.94664911e+00 - syst_lumi: 33.99 - stat: 5.946 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -3032,7 +3024,6 @@ bins: syst_PRW: 1.0661 syst_Unfolding_bias: 0.5577 syst_cleaning: 4.53191094e+00 - syst_lumi: 18.16 - stat: 2.628 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -3369,7 +3360,6 @@ bins: syst_PRW: 0.007999 syst_Unfolding_bias: 0.1447 syst_cleaning: 2.51320572e+00 - syst_lumi: 10.114 - stat: 1.6409 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -3706,7 +3696,6 @@ bins: syst_PRW: 0.11474 syst_Unfolding_bias: 0.038927 syst_cleaning: 1.39689898e+00 - syst_lumi: 5.732 - stat: 0.9178 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -4043,7 +4032,6 @@ bins: syst_PRW: 0.08381 syst_Unfolding_bias: 0.01608 syst_cleaning: 7.89555361e-01 - syst_lumi: 3.345 - stat: 0.5059 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -4323,7 +4311,7 @@ bins: syst_JES_Gjet_Stat5: 4.47510637e-03 syst_JES_Gjet_Stat6: 9.27305920e-03 syst_JES_Gjet_Stat7: 1.78506166e-02 - syst_JES_Gjet_Stat8: 2.04260000e-02 + syst_JES_Gjet_Stat8: 0.020426 syst_JES_Gjet_Stat9: 6.41258737e-02 syst_JES_Gjet_Veto: 4.72295784e-01 syst_JES_Gjet_dPhi: 9.39605907e-02 @@ -4380,7 +4368,6 @@ bins: syst_PRW: 0.05258 syst_Unfolding_bias: 0.008886 syst_cleaning: 4.61591540e-01 - syst_lumi: 2.019 - stat: 0.3396 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -4717,7 +4704,6 @@ bins: syst_PRW: 0.0315 syst_Unfolding_bias: 0.005196 syst_cleaning: 2.74097040e-01 - syst_lumi: 1.201 - stat: 0.16294 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -5054,7 +5040,6 @@ bins: syst_PRW: 0.01953 syst_Unfolding_bias: 0.003208 syst_cleaning: 1.69654377e-01 - syst_lumi: 0.7437 - stat: 0.1161 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -5391,7 +5376,6 @@ bins: syst_PRW: 0.012243 syst_Unfolding_bias: 0.00201 syst_cleaning: 1.16402475e-01 - syst_lumi: 0.4662 - stat: 0.08091 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -5728,7 +5712,6 @@ bins: syst_PRW: 0.007652 syst_Unfolding_bias: 1.25620000e-03 syst_cleaning: 7.38026849e-02 - syst_lumi: 0.2914 - stat: 0.06185 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -6065,7 +6048,6 @@ bins: syst_PRW: 0.004887 syst_Unfolding_bias: 8.02200000e-04 syst_cleaning: 4.70078589e-02 - syst_lumi: 0.1861 - stat: 0.023581 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -6402,7 +6384,6 @@ bins: syst_PRW: 0.003122 syst_Unfolding_bias: 5.12500000e-04 syst_cleaning: 3.01203635e-02 - syst_lumi: 0.11887 - stat: 0.013186 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -6739,7 +6720,6 @@ bins: syst_PRW: 0.001976 syst_Unfolding_bias: 3.24300000e-04 syst_cleaning: 1.94422703e-02 - syst_lumi: 0.07523 - stat: 0.007959 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -7076,7 +7056,6 @@ bins: syst_PRW: 1.26710000e-03 syst_Unfolding_bias: 0.000208 syst_cleaning: 1.28691375e-02 - syst_lumi: 0.04825 - stat: 0.005361 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -7413,7 +7392,6 @@ bins: syst_PRW: 8.22100000e-04 syst_Unfolding_bias: 1.34960000e-04 syst_cleaning: 8.31124580e-03 - syst_lumi: 0.0313 - stat: 0.003685 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -7750,7 +7728,6 @@ bins: syst_PRW: 5.33500000e-04 syst_Unfolding_bias: 8.75900000e-05 syst_cleaning: 5.68892088e-03 - syst_lumi: 0.02032 - stat: 2.46870000e-03 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -8087,7 +8064,6 @@ bins: syst_PRW: 0.000349 syst_Unfolding_bias: 5.72900000e-05 syst_cleaning: 3.71871308e-03 - syst_lumi: 0.013288 - stat: 0.001801 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -8424,7 +8400,6 @@ bins: syst_PRW: 2.28100000e-04 syst_Unfolding_bias: 3.74500000e-05 syst_cleaning: 2.53745443e-03 - syst_lumi: 0.008686 - stat: 1.41950000e-03 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -8761,7 +8736,6 @@ bins: syst_PRW: 1.50400000e-04 syst_Unfolding_bias: 2.46900000e-05 syst_cleaning: 1.69394569e-03 - syst_lumi: 0.005726 - stat: 1.12810000e-03 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -9098,7 +9072,6 @@ bins: syst_PRW: 9.88500000e-05 syst_Unfolding_bias: 1.62300000e-05 syst_cleaning: 1.10764649e-03 - syst_lumi: 0.003764 - stat: 8.21100000e-04 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -9435,7 +9408,6 @@ bins: syst_PRW: 6.56600000e-05 syst_Unfolding_bias: 1.07790000e-05 syst_cleaning: 7.33003902e-04 - syst_lumi: 0.0025 - stat: 6.55100000e-04 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -9772,7 +9744,6 @@ bins: syst_PRW: 4.34600000e-05 syst_Unfolding_bias: 7.13500000e-06 syst_cleaning: 5.17969794e-04 - syst_lumi: 0.001655 - stat: 0.000507 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -10109,7 +10080,6 @@ bins: syst_PRW: 2.87300000e-05 syst_Unfolding_bias: 4.71700000e-06 syst_cleaning: 3.43041323e-04 - syst_lumi: 1.09420000e-03 - stat: 3.82300000e-04 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -10446,7 +10416,6 @@ bins: syst_PRW: 1.87e-05 syst_Unfolding_bias: 3.07e-06 syst_cleaning: 2.18411607e-04 - syst_lumi: 7.12100000e-04 - stat: 2.90660000e-04 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -10783,7 +10752,6 @@ bins: syst_PRW: 1.17650000e-05 syst_Unfolding_bias: 1.93100000e-06 syst_cleaning: 1.37091821e-04 - syst_lumi: 0.000448 - stat: 1.72770000e-04 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -11120,7 +11088,6 @@ bins: syst_PRW: 6.15100000e-06 syst_Unfolding_bias: 1.00990000e-06 syst_cleaning: 7.16376214e-05 - syst_lumi: 2.34200000e-04 - stat: 9.55360000e-05 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -11457,7 +11424,6 @@ bins: syst_PRW: 2.26200000e-06 syst_Unfolding_bias: 3.71400000e-07 syst_cleaning: 2.62405697e-05 - syst_lumi: 8.61400000e-05 - stat: 2.80240000e-05 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -11794,7 +11760,6 @@ bins: syst_PRW: 4.54200000e-07 syst_Unfolding_bias: 7.45700000e-08 syst_cleaning: 5.02294734e-06 - syst_lumi: 1.73e-05 - stat: 9.20200000e-06 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -12131,7 +12096,6 @@ bins: syst_PRW: 5.35800000e-08 syst_Unfolding_bias: 8.52e-09 syst_cleaning: 4.30068216e-07 - syst_lumi: 1.96100000e-06 - stat: 9.86430000e-07 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -12468,7 +12432,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 7.32e-09 syst_cleaning: 1.27219132e-08 - syst_lumi: 5.73600000e-08 - stat: 76.5 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -12751,7 +12714,7 @@ bins: syst_JES_Gjet_Stat8: 5.98800658e+00 syst_JES_Gjet_Stat9: 2.66967543e-01 syst_JES_Gjet_Veto: 4.48932189e+01 - syst_JES_Gjet_dPhi: 2.99260100e+01 + syst_JES_Gjet_dPhi: 29.92601 syst_JES_LArESZee: 1.44760648e+02 syst_JES_LArEsmear: 1.42500536e+01 syst_JES_LAr_JVT: 2.77302015e+01 @@ -12805,7 +12768,6 @@ bins: syst_PRW: 8.652 syst_Unfolding_bias: 32.91 syst_cleaning: 1.12399705e+02 - syst_lumi: 235.17 - stat: 48.5 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -12823,7 +12785,7 @@ bins: syst_JES_EtaIntercalibration_Stat0: 0.0 syst_JES_EtaIntercalibration_Stat1: 0.0 syst_JES_EtaIntercalibration_Stat10: 0.0 - syst_JES_EtaIntercalibration_Stat100: 7.89383600e+00 + syst_JES_EtaIntercalibration_Stat100: 7.893836 syst_JES_EtaIntercalibration_Stat101: 7.13699608e-01 syst_JES_EtaIntercalibration_Stat102: 6.22773426e-03 syst_JES_EtaIntercalibration_Stat103: 1.99445650e-01 @@ -13142,7 +13104,6 @@ bins: syst_PRW: 4.212 syst_Unfolding_bias: 9.307 syst_cleaning: 4.67402571e+01 - syst_lumi: 114.466 - stat: 18.381 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -13425,7 +13386,7 @@ bins: syst_JES_Gjet_Stat8: 2.40407378e+00 syst_JES_Gjet_Stat9: 1.59930093e+00 syst_JES_Gjet_Veto: 1.21184759e+01 - syst_JES_Gjet_dPhi: 6.35014100e+00 + syst_JES_Gjet_dPhi: 6.350141 syst_JES_LArESZee: 4.10603023e+01 syst_JES_LArEsmear: 3.93734149e+00 syst_JES_LAr_JVT: 6.40843310e+00 @@ -13479,7 +13440,6 @@ bins: syst_PRW: 2.158 syst_Unfolding_bias: 2.901 syst_cleaning: 1.80652899e+01 - syst_lumi: 58.654 - stat: 8.497 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -13816,7 +13776,6 @@ bins: syst_PRW: 1.1415 syst_Unfolding_bias: 1.2508 syst_cleaning: 7.52489473e+00 - syst_lumi: 31.03 - stat: 5.558 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -14153,7 +14112,6 @@ bins: syst_PRW: 0.6118 syst_Unfolding_bias: 0.6406 syst_cleaning: 4.24265845e+00 - syst_lumi: 16.63 - stat: 2.6763 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -14490,7 +14448,6 @@ bins: syst_PRW: 0.3461 syst_Unfolding_bias: 0.3601 syst_cleaning: 2.41188075e+00 - syst_lumi: 9.407 - stat: 1.6287 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -14827,7 +14784,6 @@ bins: syst_PRW: 0.1966 syst_Unfolding_bias: 0.2043 syst_cleaning: 1.36052591e+00 - syst_lumi: 5.343 - stat: 0.8525 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -15164,7 +15120,6 @@ bins: syst_PRW: 0.1139 syst_Unfolding_bias: 0.11838 syst_cleaning: 7.73793698e-01 - syst_lumi: 3.096 - stat: 0.483 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -15501,7 +15456,6 @@ bins: syst_PRW: 0.0689 syst_Unfolding_bias: 0.07161 syst_cleaning: 4.61591540e-01 - syst_lumi: 1.873 - stat: 0.33199 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -15785,7 +15739,7 @@ bins: syst_JES_Gjet_Stat9: 2.73447010e-02 syst_JES_Gjet_Veto: 2.89880579e-01 syst_JES_Gjet_dPhi: 4.98491113e-02 - syst_JES_LArESZee: 1.24444400e+00 + syst_JES_LArESZee: 1.244444 syst_JES_LArEsmear: 9.90878614e-02 syst_JES_LAr_JVT: 1.37802006e-01 syst_JES_MJB_Alpha: 4.18992070e-03 @@ -15838,7 +15792,6 @@ bins: syst_PRW: 0.04127 syst_Unfolding_bias: 0.04289 syst_cleaning: 2.76435309e-01 - syst_lumi: 1.1216 - stat: 0.15622 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -16175,7 +16128,6 @@ bins: syst_PRW: 0.02503 syst_Unfolding_bias: 0.02601 syst_cleaning: 1.67316108e-01 - syst_lumi: 0.6802 - stat: 0.11152 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -16512,7 +16464,6 @@ bins: syst_PRW: 0.01584 syst_Unfolding_bias: 0.01646 syst_cleaning: 1.10496181e-01 - syst_lumi: 0.4304 - stat: 0.08048 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -16849,7 +16800,6 @@ bins: syst_PRW: 0.009841 syst_Unfolding_bias: 0.010228 syst_cleaning: 6.90655260e-02 - syst_lumi: 0.2675 - stat: 0.05933 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -17186,7 +17136,6 @@ bins: syst_PRW: 0.006144 syst_Unfolding_bias: 0.006386 syst_cleaning: 4.30761036e-02 - syst_lumi: 0.167 - stat: 0.021459 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -17523,7 +17472,6 @@ bins: syst_PRW: 3.89360000e-03 syst_Unfolding_bias: 0.004047 syst_cleaning: 2.73664028e-02 - syst_lumi: 0.10582 - stat: 0.012405 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -17860,7 +17808,6 @@ bins: syst_PRW: 0.0025 syst_Unfolding_bias: 0.002599 syst_cleaning: 1.78661041e-02 - syst_lumi: 0.06795 - stat: 0.007971 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -18197,7 +18144,6 @@ bins: syst_PRW: 0.001587 syst_Unfolding_bias: 0.001649 syst_cleaning: 1.16038744e-02 - syst_lumi: 0.04312 - stat: 0.004844 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -18534,7 +18480,6 @@ bins: syst_PRW: 0.001014 syst_Unfolding_bias: 1.05390000e-03 syst_cleaning: 7.38806272e-03 - syst_lumi: 0.02756 - stat: 3.19210000e-03 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -18871,7 +18816,6 @@ bins: syst_PRW: 6.57700000e-04 syst_Unfolding_bias: 6.83600000e-04 syst_cleaning: 5.02208132e-03 - syst_lumi: 0.01788 - stat: 2.20660000e-03 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -19208,7 +19152,6 @@ bins: syst_PRW: 4.24500000e-04 syst_Unfolding_bias: 4.41200000e-04 syst_cleaning: 3.24759526e-03 - syst_lumi: 0.011538 - stat: 1.59690000e-03 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -19545,7 +19488,6 @@ bins: syst_PRW: 2.79100000e-04 syst_Unfolding_bias: 2.90100000e-04 syst_cleaning: 2.22048914e-03 - syst_lumi: 0.007586 - stat: 1.26350000e-03 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -19882,7 +19824,6 @@ bins: syst_PRW: 1.83300000e-04 syst_Unfolding_bias: 1.90500000e-04 syst_cleaning: 1.47570729e-03 - syst_lumi: 0.004983 - stat: 9.93250000e-04 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -20219,7 +20160,6 @@ bins: syst_PRW: 1.19240000e-04 syst_Unfolding_bias: 1.23940000e-04 syst_cleaning: 9.55399225e-04 - syst_lumi: 0.003241 - stat: 7.19700000e-04 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -20556,7 +20496,6 @@ bins: syst_PRW: 7.70500000e-05 syst_Unfolding_bias: 8.00800000e-05 syst_cleaning: 6.16956498e-04 - syst_lumi: 0.002094 - stat: 5.65200000e-04 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -20893,7 +20832,6 @@ bins: syst_PRW: 5.06e-05 syst_Unfolding_bias: 5.25900000e-05 syst_cleaning: 4.30241421e-04 - syst_lumi: 1.37540000e-03 - stat: 0.000459 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -21230,7 +21168,6 @@ bins: syst_PRW: 3.30900000e-05 syst_Unfolding_bias: 3.44e-05 syst_cleaning: 2.81804666e-04 - syst_lumi: 8.99500000e-04 - stat: 3.37880000e-04 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -21567,7 +21504,6 @@ bins: syst_PRW: 2.14200000e-05 syst_Unfolding_bias: 2.22600000e-05 syst_cleaning: 1.78401233e-04 - syst_lumi: 5.82200000e-04 - stat: 2.55760000e-04 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -21904,7 +21840,6 @@ bins: syst_PRW: 1.32620000e-05 syst_Unfolding_bias: 1.37840000e-05 syst_cleaning: 1.10374938e-04 - syst_lumi: 3.60500000e-04 - stat: 1.48730000e-04 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -22241,7 +22176,6 @@ bins: syst_PRW: 6.68200000e-06 syst_Unfolding_bias: 6.94700000e-06 syst_cleaning: 5.55901707e-05 - syst_lumi: 1.81700000e-04 - stat: 7.53600000e-05 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -22578,7 +22512,6 @@ bins: syst_PRW: 2.2e-06 syst_Unfolding_bias: 2.40200000e-06 syst_cleaning: 1.91564819e-05 - syst_lumi: 6.28200000e-05 - stat: 2.36010000e-05 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -22915,7 +22848,6 @@ bins: syst_PRW: 8.24700000e-08 syst_Unfolding_bias: 4.76900000e-07 syst_cleaning: 3.62345029e-06 - syst_lumi: 1.24720000e-05 - stat: 1.77930000e-06 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -23252,7 +23184,6 @@ bins: syst_PRW: 2.21400000e-13 syst_Unfolding_bias: 1.17100000e-08 syst_cleaning: 7.11613074e-08 - syst_lumi: 3.06200000e-07 - stat: 68.6 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -23589,13 +23520,12 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 16.1 syst_cleaning: 9.98388726e+01 - syst_lumi: 208.53 - stat: 44.01 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 syst_JER_NP0: 9.69668852e+01 syst_JER_NP1: 1.01619077e+01 - syst_JER_NP2: 1.10845000e+01 + syst_JER_NP2: 11.0845 syst_JER_NP3: 1.27620379e+01 syst_JER_NP4: 2.69714238e+00 syst_JER_NP5: 6.97129204e+00 @@ -23926,7 +23856,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 7.657 syst_cleaning: 4.09110401e+01 - syst_lumi: 100.634 - stat: 16.503 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -24244,7 +24173,7 @@ bins: syst_JES_Zjet_MuScale: 3.53079566e+00 syst_JES_Zjet_MuSmearID: 5.56518955e-01 syst_JES_Zjet_MuSmearMS: 2.19854378e+00 - syst_JES_Zjet_OOC: 2.32870500e+01 + syst_JES_Zjet_OOC: 23.28705 syst_JES_Zjet_Stat1: 1.79916501e-01 syst_JES_Zjet_Stat10: 5.27943965e+00 syst_JES_Zjet_Stat11: 1.87569195e-01 @@ -24263,14 +24192,13 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 3.458 syst_cleaning: 1.52160663e+01 - syst_lumi: 49.914 - stat: 7.73 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 syst_JER_NP0: 2.10446478e+01 syst_JER_NP1: 2.50788257e+00 syst_JER_NP2: 6.86037803e-01 - syst_JER_NP3: 4.25402900e+00 + syst_JER_NP3: 4.254029 syst_JER_NP4: 7.39251789e-01 syst_JER_NP5: 1.25089258e+00 syst_JER_NP6: 1.08719730e+00 @@ -24580,7 +24508,7 @@ bins: syst_JES_Zjet_MC: 2.43185788e+01 syst_JES_Zjet_MuScale: 1.85962167e+00 syst_JES_Zjet_MuSmearID: 2.71437520e-01 - syst_JES_Zjet_MuSmearMS: 1.50793700e+00 + syst_JES_Zjet_MuSmearMS: 1.507937 syst_JES_Zjet_OOC: 1.03606149e+01 syst_JES_Zjet_Stat1: 1.01916674e-01 syst_JES_Zjet_Stat10: 3.42667419e+00 @@ -24600,7 +24528,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 1.561 syst_cleaning: 6.42504247e+00 - syst_lumi: 26.65 - stat: 5.197 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -24856,7 +24783,7 @@ bins: syst_JES_EtaIntercalibration_Stat92: 5.17713055e-03 syst_JES_EtaIntercalibration_Stat93: 5.84871497e-02 syst_JES_EtaIntercalibration_Stat94: 2.48802572e-01 - syst_JES_EtaIntercalibration_Stat95: 1.64700000e-01 + syst_JES_EtaIntercalibration_Stat95: 0.1647 syst_JES_EtaIntercalibration_Stat96: 1.00434712e-03 syst_JES_EtaIntercalibration_Stat97: 1.10591444e-04 syst_JES_EtaIntercalibration_Stat98: 0.0 @@ -24937,14 +24864,13 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.7495 syst_cleaning: 3.70399065e+00 - syst_lumi: 14.51 - stat: 2.4128 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 syst_JER_NP0: 5.35201651e+00 syst_JER_NP1: 8.25717850e-01 syst_JER_NP2: 7.42410560e-01 - syst_JER_NP3: 1.32115600e+00 + syst_JER_NP3: 1.321156 syst_JER_NP4: 2.80251079e-01 syst_JER_NP5: 6.11945055e-01 syst_JER_NP6: 2.19640177e-01 @@ -25274,7 +25200,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.39196 syst_cleaning: 2.03515970e+00 - syst_lumi: 7.928 - stat: 1.4126 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -25588,7 +25513,7 @@ bins: syst_JES_Pileup_Rho_topology: 1.44508588e+00 syst_JES_PunchThrough_MC15: 1.34320540e-05 syst_JES_SingleParticle_HighPt: 0.0 - syst_JES_Zjet_MC: 3.67353600e+00 + syst_JES_Zjet_MC: 3.673536 syst_JES_Zjet_MuScale: 2.43038284e-01 syst_JES_Zjet_MuSmearID: 3.92953140e-02 syst_JES_Zjet_MuSmearMS: 4.01100399e-01 @@ -25611,7 +25536,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.2179 syst_cleaning: 1.13587892e+00 - syst_lumi: 4.45 - stat: 0.8121 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -25948,7 +25872,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.1253 syst_cleaning: 6.45448733e-01 - syst_lumi: 2.563 - stat: 0.4084 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -26285,7 +26208,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.07449 syst_cleaning: 3.78712909e-01 - syst_lumi: 1.524 - stat: 0.27797 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -26622,7 +26544,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.04416 syst_cleaning: 2.23954169e-01 - syst_lumi: 0.9036 - stat: 0.13861 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -26959,7 +26880,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.02687 syst_cleaning: 1.36312399e-01 - syst_lumi: 0.5499 - stat: 0.097031 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -27296,7 +27216,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.01652 syst_cleaning: 8.76417709e-02 - syst_lumi: 0.3381 - stat: 0.06978 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -27633,7 +27552,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.010151 syst_cleaning: 5.41265877e-02 - syst_lumi: 0.2077 - stat: 0.04934 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -27970,7 +27888,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.006256 syst_cleaning: 3.32752941e-02 - syst_lumi: 0.12802 - stat: 0.019554 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -28307,7 +28224,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 3.94720000e-03 syst_cleaning: 2.10790583e-02 - syst_lumi: 0.08077 - stat: 0.010458 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -28644,7 +28560,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.002455 syst_cleaning: 1.33281310e-02 - syst_lumi: 0.05023 - stat: 0.006575 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -28981,7 +28896,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.001545 syst_cleaning: 8.57798162e-03 - syst_lumi: 0.03162 - stat: 0.004227 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -29318,7 +29232,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.000981 syst_cleaning: 5.42651518e-03 - syst_lumi: 0.02007 - stat: 2.59520000e-03 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -29655,7 +29568,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 6.18300000e-04 syst_cleaning: 3.58101504e-03 - syst_lumi: 0.012652 - stat: 1.80880000e-03 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -29992,7 +29904,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 3.94460000e-04 syst_cleaning: 2.28111091e-03 - syst_lumi: 0.008072 - stat: 1.35060000e-03 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -30329,7 +30240,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 2.49700000e-04 syst_cleaning: 1.50168805e-03 - syst_lumi: 0.00511 - stat: 9.70570000e-04 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -30666,7 +30576,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 1.57900000e-04 syst_cleaning: 9.63972877e-04 - syst_lumi: 0.003231 - stat: 7.86600000e-04 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -31003,7 +30912,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 1.00320000e-04 syst_cleaning: 6.09075666e-04 - syst_lumi: 0.002053 - stat: 5.87800000e-04 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -31340,7 +31248,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 6.30400000e-05 syst_cleaning: 3.81657395e-04 - syst_lumi: 0.00129 - stat: 4.20100000e-04 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -31677,7 +31584,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 3.92850000e-05 syst_cleaning: 2.53225828e-04 - syst_lumi: 8.03900000e-04 - stat: 3.07230000e-04 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -32014,7 +31920,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 2.43300000e-05 syst_cleaning: 1.57270213e-04 - syst_lumi: 4.97900000e-04 - stat: 2.37340000e-04 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -32351,7 +32256,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 1.54500000e-05 syst_cleaning: 9.71074285e-05 - syst_lumi: 3.16100000e-04 - stat: 1.68970000e-04 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -32688,7 +32592,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 8.88400000e-06 syst_cleaning: 5.58759591e-05 - syst_lumi: 1.81800000e-04 - stat: 9.70910000e-05 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -33025,7 +32928,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 3.80360000e-06 syst_cleaning: 2.39023011e-05 - syst_lumi: 7.78300000e-05 - stat: 4.31400000e-05 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -33362,7 +33264,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 1.13120000e-06 syst_cleaning: 7.11439869e-06 - syst_lumi: 2.32300000e-05 - stat: 5.31900000e-06 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -33699,7 +33600,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 7.10800000e-07 syst_cleaning: 4.24698858e-07 - syst_lumi: 1.47500000e-06 - stat: 65.18 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -33967,7 +33867,7 @@ bins: syst_JES_Gjet_OOC: 1.17808190e+02 syst_JES_Gjet_Purity: 4.85124321e+01 syst_JES_Gjet_Stat1: 0.0 - syst_JES_Gjet_Stat10: 1.39185400e+00 + syst_JES_Gjet_Stat10: 1.391854 syst_JES_Gjet_Stat11: 2.05374737e-01 syst_JES_Gjet_Stat12: 2.04570446e-02 syst_JES_Gjet_Stat13: 3.87056931e-05 @@ -34036,7 +33936,6 @@ bins: syst_PRW: 6.34100000e-09 syst_Unfolding_bias: 4.324 syst_cleaning: 8.27608517e+01 - syst_lumi: 173.13 - stat: 38.84 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -34357,7 +34256,7 @@ bins: syst_JES_Zjet_OOC: 4.95718590e+01 syst_JES_Zjet_Stat1: 1.06601781e+00 syst_JES_Zjet_Stat10: 5.07151780e+00 - syst_JES_Zjet_Stat11: 1.87791800e+00 + syst_JES_Zjet_Stat11: 1.877918 syst_JES_Zjet_Stat12: 7.40145215e-01 syst_JES_Zjet_Stat13: 1.64107198e-02 syst_JES_Zjet_Stat2: 1.02416164e-01 @@ -34373,7 +34272,6 @@ bins: syst_PRW: 3.13100000e-05 syst_Unfolding_bias: 19.01 syst_cleaning: 3.38676555e+01 - syst_lumi: 82.787 - stat: 14.485 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -34710,7 +34608,6 @@ bins: syst_PRW: 0.00493 syst_Unfolding_bias: 9.99 syst_cleaning: 1.26612914e+01 - syst_lumi: 41.375 - stat: 7.185 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -35047,7 +34944,6 @@ bins: syst_PRW: 0.07342 syst_Unfolding_bias: 3.302 syst_cleaning: 5.09655950e+00 - syst_lumi: 21.75 - stat: 4.338 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -35384,7 +35280,6 @@ bins: syst_PRW: 0.2409 syst_Unfolding_bias: 0.7309 syst_cleaning: 2.84575948e+00 - syst_lumi: 11.488 - stat: 2.0823 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -35721,7 +35616,6 @@ bins: syst_PRW: 0.2953 syst_Unfolding_bias: 0.11509 syst_cleaning: 1.56577393e+00 - syst_lumi: 6.252 - stat: 1.2459 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -36058,7 +35952,6 @@ bins: syst_PRW: 0.2261 syst_Unfolding_bias: 0.01439 syst_cleaning: 8.74772260e-01 - syst_lumi: 3.538 - stat: 0.696 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -36395,7 +36288,6 @@ bins: syst_PRW: 0.1425 syst_Unfolding_bias: 0.001567 syst_cleaning: 4.91642622e-01 - syst_lumi: 2.035 - stat: 0.3728 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -36732,7 +36624,6 @@ bins: syst_PRW: 0.08257 syst_Unfolding_bias: 1.56900000e-04 syst_cleaning: 2.71585567e-01 - syst_lumi: 1.1524 - stat: 0.23454 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -37069,7 +36960,6 @@ bins: syst_PRW: 0.0486 syst_Unfolding_bias: 1.49800000e-05 syst_cleaning: 1.58915662e-01 - syst_lumi: 0.6749 - stat: 0.11683 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -37406,7 +37296,6 @@ bins: syst_PRW: 0.0285 syst_Unfolding_bias: 1.47700000e-06 syst_cleaning: 9.33142373e-02 - syst_lumi: 0.39546 - stat: 0.07817 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -37743,7 +37632,6 @@ bins: syst_PRW: 0.01746 syst_Unfolding_bias: 1.62300000e-07 syst_cleaning: 6.09422077e-02 - syst_lumi: 0.2422 - stat: 0.05673 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -38080,7 +37968,6 @@ bins: syst_PRW: 0.010503 syst_Unfolding_bias: 1.79800000e-08 syst_cleaning: 3.71351693e-02 - syst_lumi: 0.1457 - stat: 0.04533 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -38417,7 +38304,6 @@ bins: syst_PRW: 0.006467 syst_Unfolding_bias: 2.13400000e-09 syst_cleaning: 2.27071861e-02 - syst_lumi: 0.08972 - stat: 0.016125 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -38754,7 +38640,6 @@ bins: syst_PRW: 3.86390000e-03 syst_Unfolding_bias: 2.60300000e-10 syst_cleaning: 1.36832014e-02 - syst_lumi: 0.0536 - stat: 0.009228 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -39091,7 +38976,6 @@ bins: syst_PRW: 0.002343 syst_Unfolding_bias: 3.44500000e-11 syst_cleaning: 8.47405858e-03 - syst_lumi: 0.03251 - stat: 0.005487 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -39428,7 +39312,6 @@ bins: syst_PRW: 0.001421 syst_Unfolding_bias: 4.90500000e-12 syst_cleaning: 5.29747739e-03 - syst_lumi: 0.01971 - stat: 0.003105 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -39765,7 +39648,6 @@ bins: syst_PRW: 8.48200000e-04 syst_Unfolding_bias: 7.41900000e-13 syst_cleaning: 3.16099272e-03 - syst_lumi: 0.011766 - stat: 0.002121 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -40102,7 +39984,6 @@ bins: syst_PRW: 5.18600000e-04 syst_Unfolding_bias: 1.24220000e-13 syst_cleaning: 2.04555200e-03 - syst_lumi: 0.007194 - stat: 1.34530000e-03 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -40439,7 +40320,6 @@ bins: syst_PRW: 3.05200000e-04 syst_Unfolding_bias: 2.16200000e-14 syst_cleaning: 1.19996480e-03 - syst_lumi: 0.004233 - stat: 9.14300000e-04 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -40776,7 +40656,6 @@ bins: syst_PRW: 1.79500000e-04 syst_Unfolding_bias: 4.05300000e-15 syst_cleaning: 7.35255568e-04 - syst_lumi: 0.002486 - stat: 6.31500000e-04 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -41113,7 +40992,6 @@ bins: syst_PRW: 1.07080000e-04 syst_Unfolding_bias: 8.18900000e-16 syst_cleaning: 4.39681098e-04 - syst_lumi: 0.001461 - stat: 4.64400000e-04 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -41450,7 +41328,6 @@ bins: syst_PRW: 6.80100000e-05 syst_Unfolding_bias: 1.78400000e-16 syst_cleaning: 2.57729160e-04 - syst_lumi: 8.61200000e-04 - stat: 3.34480000e-04 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -41787,7 +41664,6 @@ bins: syst_PRW: 4.72100000e-05 syst_Unfolding_bias: 4.01400000e-17 syst_cleaning: 1.48523357e-04 - syst_lumi: 4.97500000e-04 - stat: 2.20370000e-04 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -42124,7 +42000,6 @@ bins: syst_PRW: 3.27700000e-05 syst_Unfolding_bias: 8.96e-18 syst_cleaning: 8.59703418e-05 - syst_lumi: 2.68400000e-04 - stat: 1.57940000e-04 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -42461,7 +42336,6 @@ bins: syst_PRW: 2.21500000e-05 syst_Unfolding_bias: 2.18900000e-18 syst_cleaning: 4.64969039e-05 - syst_lumi: 1.45100000e-04 - stat: 1.16020000e-04 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -42798,7 +42672,6 @@ bins: syst_PRW: 1.45900000e-05 syst_Unfolding_bias: 6.06500000e-19 syst_cleaning: 2.54091853e-05 - syst_lumi: 8.15900000e-05 - stat: 7.56100000e-05 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -43135,7 +43008,6 @@ bins: syst_PRW: 8.46600000e-06 syst_Unfolding_bias: 1.53900000e-19 syst_cleaning: 1.30250221e-05 - syst_lumi: 4.18200000e-05 - stat: 3.55100000e-05 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -43472,7 +43344,6 @@ bins: syst_PRW: 3.42900000e-06 syst_Unfolding_bias: 2.09e-20 syst_cleaning: 4.20368731e-06 - syst_lumi: 1.34360000e-05 - stat: 1.14940000e-05 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -43809,7 +43680,6 @@ bins: syst_PRW: 8.50800000e-07 syst_Unfolding_bias: 1.22100000e-21 syst_cleaning: 6.74633790e-07 - syst_lumi: 2.14700000e-06 - stat: 2.25980000e-06 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -44146,7 +44016,6 @@ bins: syst_PRW: 7.01800000e-08 syst_Unfolding_bias: 0.0 syst_cleaning: 4.09197003e-08 - syst_lumi: 1.36220000e-07 - stat: 62.71 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -44411,7 +44280,7 @@ bins: syst_JES_Flavour_Comp: 2.07365571e+01 syst_JES_Flavour_Response: 2.88733526e+02 syst_JES_Gjet_Generator: 1.50737197e+02 - syst_JES_Gjet_OOC: 9.66656100e+01 + syst_JES_Gjet_OOC: 96.66561 syst_JES_Gjet_Purity: 4.13564326e+01 syst_JES_Gjet_Stat1: 1.83683988e-02 syst_JES_Gjet_Stat10: 1.39092658e+00 @@ -44483,7 +44352,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 6.64258805e+01 - syst_lumi: 139.573 - stat: 36.0 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -44736,7 +44604,7 @@ bins: syst_JES_EtaIntercalibration_Stat9: 0.0 syst_JES_EtaIntercalibration_Stat90: 2.94406658e+00 syst_JES_EtaIntercalibration_Stat91: 7.43460172e+00 - syst_JES_EtaIntercalibration_Stat92: 3.21306100e+00 + syst_JES_EtaIntercalibration_Stat92: 3.213061 syst_JES_EtaIntercalibration_Stat93: 4.71438178e-01 syst_JES_EtaIntercalibration_Stat94: 0.0 syst_JES_EtaIntercalibration_Stat95: 0.0 @@ -44820,7 +44688,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 2.61539672e+01 - syst_lumi: 63.988 - stat: 13.501 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -45157,7 +45024,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 9.47171984e+00 - syst_lumi: 30.93 - stat: 5.854 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -45494,7 +45360,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 3.70745475e+00 - syst_lumi: 15.89 - stat: 3.91 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -45831,7 +45696,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 2.06114046e+00 - syst_lumi: 8.187 - stat: 1.7133 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -46168,7 +46032,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 1.09387669e+00 - syst_lumi: 4.378 - stat: 1.1017 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -46505,7 +46368,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 5.85259968e-01 - syst_lumi: 2.389 - stat: 0.5589 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -46842,7 +46704,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 3.12721773e-01 - syst_lumi: 1.3199 - stat: 0.31641 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -47179,7 +47040,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 1.72858671e-01 - syst_lumi: 0.7596 - stat: 0.19395 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -47516,7 +47376,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 9.36606474e-02 - syst_lumi: 0.4084 - stat: 0.08995 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -47853,7 +47712,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 5.20654473e-02 - syst_lumi: 0.2275 - stat: 0.05875 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -48190,7 +48048,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 3.32908825e-02 - syst_lumi: 0.13192 - stat: 0.04088 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -48527,7 +48384,6 @@ bins: syst_PRW: 1.99900000e-39 syst_Unfolding_bias: 0.0 syst_cleaning: 1.89313153e-02 - syst_lumi: 0.07368 - stat: 0.03015 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -48864,7 +48720,6 @@ bins: syst_PRW: 4.85800000e-31 syst_Unfolding_bias: 0.0 syst_cleaning: 1.08530304e-02 - syst_lumi: 0.04233 - stat: 0.010017 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -49201,7 +49056,6 @@ bins: syst_PRW: 2.08900000e-24 syst_Unfolding_bias: 4.23800000e-37 syst_cleaning: 6.04832142e-03 - syst_lumi: 0.02348 - stat: 0.005387 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -49538,7 +49392,6 @@ bins: syst_PRW: 3.24500000e-19 syst_Unfolding_bias: 1.74700000e-29 syst_cleaning: 3.34684178e-03 - syst_lumi: 0.012661 - stat: 3.17040000e-03 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -49875,7 +49728,6 @@ bins: syst_PRW: 3.39700000e-15 syst_Unfolding_bias: 1.88600000e-23 syst_cleaning: 1.84636616e-03 - syst_lumi: 0.006801 - stat: 1.85380000e-03 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -50212,7 +50064,6 @@ bins: syst_PRW: 3.99200000e-12 syst_Unfolding_bias: 1.04010000e-18 syst_cleaning: 9.94110561e-04 - syst_lumi: 0.003673 - stat: 1.06230000e-03 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -50549,7 +50400,6 @@ bins: syst_PRW: 7.48300000e-10 syst_Unfolding_bias: 4.74800000e-15 syst_cleaning: 5.38494596e-04 - syst_lumi: 0.001869 - stat: 6.21500000e-04 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -50886,7 +50736,6 @@ bins: syst_PRW: 3.24e-08 syst_Unfolding_bias: 2.88700000e-12 syst_cleaning: 2.64137748e-04 - syst_lumi: 9.18800000e-04 - stat: 4.00900000e-04 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -51223,7 +51072,6 @@ bins: syst_PRW: 4.54700000e-07 syst_Unfolding_bias: 3.57e-10 syst_cleaning: 1.36399001e-04 - syst_lumi: 4.59100000e-04 - stat: 2.41710000e-04 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -51560,7 +51408,6 @@ bins: syst_PRW: 2.43e-06 syst_Unfolding_bias: 1.12520000e-08 syst_cleaning: 6.55148218e-05 - syst_lumi: 2.15600000e-04 - stat: 1.62580000e-04 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -51897,7 +51744,6 @@ bins: syst_PRW: 6.52600000e-06 syst_Unfolding_bias: 1.25600000e-07 syst_cleaning: 3.15579657e-05 - syst_lumi: 1.03100000e-04 - stat: 1.03130000e-04 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -52234,7 +52080,6 @@ bins: syst_PRW: 8.75100000e-06 syst_Unfolding_bias: 5.24400000e-07 syst_cleaning: 1.28344965e-05 - syst_lumi: 4.17600000e-05 - stat: 5.71100000e-05 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -52571,7 +52416,6 @@ bins: syst_PRW: 7.54900000e-06 syst_Unfolding_bias: 1.07930000e-06 syst_cleaning: 5.37888378e-06 - syst_lumi: 1.64900000e-05 - stat: 3.60200000e-05 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -52908,7 +52752,6 @@ bins: syst_PRW: 5.00700000e-06 syst_Unfolding_bias: 1.33980000e-06 syst_cleaning: 2.20836478e-06 - syst_lumi: 6.84600000e-06 - stat: 2.08400000e-05 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -53245,7 +53088,6 @@ bins: syst_PRW: 2.49600000e-06 syst_Unfolding_bias: 1.03870000e-06 syst_cleaning: 8.34761887e-07 - syst_lumi: 2.61400000e-06 - stat: 1.28830000e-05 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -53582,7 +53424,6 @@ bins: syst_PRW: 1.23370000e-06 syst_Unfolding_bias: 1.7e-06 syst_cleaning: 2.96700303e-07 - syst_lumi: 9.24400000e-07 - stat: 50.93 syst_JER_CROSS_CALIB_FORWARD: 75.622 syst_JER_NOISE_FORWARD: 43.732 @@ -53919,13 +53760,12 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 14.73 syst_cleaning: 4.90741955e+01 - syst_lumi: 102.582 - stat: 28.919 syst_JER_CROSS_CALIB_FORWARD: 29.26 syst_JER_NOISE_FORWARD: 17.42 syst_JER_NP0: 5.60319010e+01 syst_JER_NP1: 1.34753145e+01 - syst_JER_NP2: 1.00005800e+01 + syst_JER_NP2: 10.00058 syst_JER_NP3: 1.37507446e+01 syst_JER_NP4: 1.68970858e+00 syst_JER_NP5: 9.16160690e+00 @@ -54256,7 +54096,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 3.515 syst_cleaning: 1.87321295e+01 - syst_lumi: 45.966 - stat: 10.762 syst_JER_CROSS_CALIB_FORWARD: 10.671 syst_JER_NOISE_FORWARD: 6.871 @@ -54593,7 +54432,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.6173 syst_cleaning: 6.45621939e+00 - syst_lumi: 21.46 - stat: 4.929 syst_JER_CROSS_CALIB_FORWARD: 4.231 syst_JER_NOISE_FORWARD: 3.073 @@ -54930,7 +54768,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.9473 syst_cleaning: 2.42487113e+00 - syst_lumi: 10.416 - stat: 2.9267 syst_JER_CROSS_CALIB_FORWARD: 2.124 syst_JER_NOISE_FORWARD: 1.471 @@ -55267,7 +55104,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.5639 syst_cleaning: 1.32415284e+00 - syst_lumi: 5.16 - stat: 1.3483 syst_JER_CROSS_CALIB_FORWARD: 0.9405 syst_JER_NOISE_FORWARD: 0.6642 @@ -55604,7 +55440,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.2362 syst_cleaning: 6.47613797e-01 - syst_lumi: 2.524 - stat: 0.7289 syst_JER_CROSS_CALIB_FORWARD: 0.2631 syst_JER_NOISE_FORWARD: 0.3266 @@ -55941,7 +55776,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.08462 syst_cleaning: 3.15319850e-01 - syst_lumi: 1.2512 - stat: 0.3659 syst_JER_CROSS_CALIB_FORWARD: 0.03709 syst_JER_NOISE_FORWARD: 0.1691 @@ -56278,7 +56112,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0725 syst_cleaning: 1.49649190e-01 - syst_lumi: 0.6246 - stat: 0.1947 syst_JER_CROSS_CALIB_FORWARD: 0.001557 syst_JER_NOISE_FORWARD: 0.08332 @@ -56615,7 +56448,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.04312 syst_cleaning: 7.13604933e-02 - syst_lumi: 0.312 - stat: 0.11536 syst_JER_CROSS_CALIB_FORWARD: 0.002164 syst_JER_NOISE_FORWARD: 0.039605 @@ -56952,7 +56784,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.005524 syst_cleaning: 3.53511570e-02 - syst_lumi: 0.1525 - stat: 0.04899 syst_JER_CROSS_CALIB_FORWARD: 6.17900000e-04 syst_JER_NOISE_FORWARD: 0.01974 @@ -57289,7 +57120,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.006273 syst_cleaning: 1.73118478e-02 - syst_lumi: 0.07339 - stat: 0.028745 syst_JER_CROSS_CALIB_FORWARD: 1.32910000e-04 syst_JER_NOISE_FORWARD: 0.010079 @@ -57626,7 +57456,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.005464 syst_cleaning: 9.36952884e-03 - syst_lumi: 0.03556 - stat: 0.018785 syst_JER_CROSS_CALIB_FORWARD: 2.64600000e-05 syst_JER_NOISE_FORWARD: 0.004574 @@ -57963,7 +57792,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.003104 syst_cleaning: 4.58993464e-03 - syst_lumi: 0.01721 - stat: 0.011235 syst_JER_CROSS_CALIB_FORWARD: 5.30300000e-06 syst_JER_NOISE_FORWARD: 0.00157 @@ -58300,7 +58128,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.001484 syst_cleaning: 2.07499687e-03 - syst_lumi: 0.007872 - stat: 0.003887 syst_JER_CROSS_CALIB_FORWARD: 1.06900000e-06 syst_JER_NOISE_FORWARD: 3.80850000e-04 @@ -58637,7 +58464,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 6.29100000e-04 syst_cleaning: 8.80921041e-04 - syst_lumi: 0.003302 - stat: 1.82490000e-03 syst_JER_CROSS_CALIB_FORWARD: 2.31700000e-07 syst_JER_NOISE_FORWARD: 7.12600000e-05 @@ -58974,7 +58800,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 2.61900000e-04 syst_cleaning: 3.75075602e-04 - syst_lumi: 1.36660000e-03 - stat: 8.55800000e-04 syst_JER_CROSS_CALIB_FORWARD: 5.09500000e-08 syst_JER_NOISE_FORWARD: 9.91900000e-06 @@ -59311,7 +59136,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 1.05960000e-04 syst_cleaning: 1.45059255e-04 - syst_lumi: 5.16500000e-04 - stat: 3.63200000e-04 syst_JER_CROSS_CALIB_FORWARD: 1.00210000e-08 syst_JER_NOISE_FORWARD: 1.01480000e-06 @@ -59648,7 +59472,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 5.05300000e-05 syst_cleaning: 4.75880959e-05 - syst_lumi: 1.67100000e-04 - stat: 1.53850000e-04 syst_JER_CROSS_CALIB_FORWARD: 1.86400000e-09 syst_JER_NOISE_FORWARD: 9.55600000e-08 @@ -59985,7 +59808,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 3.33500000e-05 syst_cleaning: 1.59868290e-05 - syst_lumi: 5.43100000e-05 - stat: 6.77400000e-05 syst_JER_CROSS_CALIB_FORWARD: 2.91900000e-10 syst_JER_NOISE_FORWARD: 8.19400000e-09 @@ -60322,7 +60144,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 1.91500000e-05 syst_cleaning: 4.94067493e-06 - syst_lumi: 1.62500000e-05 - stat: 3.45590000e-05 syst_JER_CROSS_CALIB_FORWARD: 4.45900000e-11 syst_JER_NOISE_FORWARD: 7.68400000e-10 @@ -60659,7 +60480,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 9.68100000e-06 syst_cleaning: 1.56750598e-06 - syst_lumi: 5.14400000e-06 - stat: 7.03e-06 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -60996,4 +60816,3 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 1.35730000e-06 syst_cleaning: 1.73464888e-07 - syst_lumi: 5.55700000e-07 diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2JET_13TEV_DIF/filter.py b/nnpdf_data/nnpdf_data/commondata/ATLAS_2JET_13TEV_DIF/filter.py index 4bca358ac6..8fa0d92b39 100644 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_2JET_13TEV_DIF/filter.py +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2JET_13TEV_DIF/filter.py @@ -2,6 +2,7 @@ from nnpdf_data.filter_utils.utils import prettify_float from nnpdf_data.filter_utils.utils import symmetrize_errors as se +from nnpdf_data.filter_utils.utils import uncert_skip_variant as usv yaml.add_representer(float, prettify_float) @@ -94,3 +95,5 @@ def processData(): processData() + +usv('uncertainties.yaml', 'uncertainties_wo-lumi.yaml', 'uncertainties_lumi.yaml', 'syst_lumi') diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2JET_13TEV_DIF/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2JET_13TEV_DIF/metadata.yaml index 00aeda8592..041b9c4729 100644 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_2JET_13TEV_DIF/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2JET_13TEV_DIF/metadata.yaml @@ -12,8 +12,8 @@ hepdata: url: "https://www.hepdata.net/record/ins1634970" version: 1 -version: 1 -version_comment: "NA" +version: 2 +version_comment: "Separated luminosity uncertainty" implemented_observables: @@ -30,7 +30,8 @@ implemented_observables: file: kinematics.yaml data_central: data.yaml data_uncertainties: - - uncertainties.yaml + - uncertainties_wo-lumi.yaml + - uncertainties_lumi.yaml kinematic_coverage: [ystar, m_jj, sqrts] plotting: kinematics_override: identity @@ -49,3 +50,7 @@ implemented_observables: - ATLAS_2JET_13TEV_DIF_MJJ-Y_BIN5 - ATLAS_2JET_13TEV_DIF_MJJ-Y_BIN6 operation: 'null' + variants: + wo-lumi: + data_uncertainties: + - uncertainties_wo-lumi.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2JET_13TEV_DIF/uncertainties_lumi.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2JET_13TEV_DIF/uncertainties_lumi.yaml new file mode 100644 index 0000000000..0b3f6d10e8 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2JET_13TEV_DIF/uncertainties_lumi.yaml @@ -0,0 +1,142 @@ +definitions: + syst_lumi: + description: '' + treatment: MULT + type: CORR +bins: +- syst_lumi: 47.441 +- syst_lumi: 20.05 +- syst_lumi: 8.317 +- syst_lumi: 3.555 +- syst_lumi: 1.61 +- syst_lumi: 0.7591 +- syst_lumi: 0.3794 +- syst_lumi: 0.1927 +- syst_lumi: 0.10221 +- syst_lumi: 0.05354 +- syst_lumi: 0.02826 +- syst_lumi: 0.01488 +- syst_lumi: 0.007898 +- syst_lumi: 0.004238 +- syst_lumi: 0.002253 +- syst_lumi: 1.18630000e-03 +- syst_lumi: 6.44800000e-04 +- syst_lumi: 3.47100000e-04 +- syst_lumi: 1.76500000e-04 +- syst_lumi: 9.49900000e-05 +- syst_lumi: 4.80800000e-05 +- syst_lumi: 2.58400000e-05 +- syst_lumi: 1.20170000e-05 +- syst_lumi: 6.61400000e-06 +- syst_lumi: 2.83200000e-06 +- syst_lumi: 1.17990000e-06 +- syst_lumi: 4.76900000e-07 +- syst_lumi: 7.77500000e-08 +- syst_lumi: 42.106 +- syst_lumi: 17.87 +- syst_lumi: 7.883 +- syst_lumi: 3.678 +- syst_lumi: 1.765 +- syst_lumi: 0.8755 +- syst_lumi: 0.4494 +- syst_lumi: 0.2376 +- syst_lumi: 0.12516 +- syst_lumi: 0.06643 +- syst_lumi: 0.03469 +- syst_lumi: 0.01879 +- syst_lumi: 0.00991 +- syst_lumi: 0.00532 +- syst_lumi: 0.002835 +- syst_lumi: 0.001516 +- syst_lumi: 8.07500000e-04 +- syst_lumi: 4.16900000e-04 +- syst_lumi: 2.24200000e-04 +- syst_lumi: 1.13710000e-04 +- syst_lumi: 5.63700000e-05 +- syst_lumi: 3.03400000e-05 +- syst_lumi: 1.43400000e-05 +- syst_lumi: 7.02200000e-06 +- syst_lumi: 2.83600000e-06 +- syst_lumi: 1.51900000e-06 +- syst_lumi: 4.70700000e-07 +- syst_lumi: 7.63100000e-08 +- syst_lumi: 18.25 +- syst_lumi: 9.382 +- syst_lumi: 4.612 +- syst_lumi: 2.372 +- syst_lumi: 1.2568 +- syst_lumi: 0.6723 +- syst_lumi: 0.3591 +- syst_lumi: 0.1885 +- syst_lumi: 0.10144 +- syst_lumi: 0.05316 +- syst_lumi: 0.02859 +- syst_lumi: 0.01564 +- syst_lumi: 0.008247 +- syst_lumi: 0.004445 +- syst_lumi: 0.002359 +- syst_lumi: 1.23040000e-03 +- syst_lumi: 6.52900000e-04 +- syst_lumi: 3.31600000e-04 +- syst_lumi: 1.62800000e-04 +- syst_lumi: 8.21e-05 +- syst_lumi: 3.89850000e-05 +- syst_lumi: 1.87700000e-05 +- syst_lumi: 9.28700000e-06 +- syst_lumi: 3.31400000e-06 +- syst_lumi: 1.31320000e-06 +- syst_lumi: 7.20500000e-07 +- syst_lumi: 6.54e-08 +- syst_lumi: 2.975 +- syst_lumi: 1.641 +- syst_lumi: 0.9117 +- syst_lumi: 0.4952 +- syst_lumi: 0.2731 +- syst_lumi: 0.148 +- syst_lumi: 0.08286 +- syst_lumi: 0.04547 +- syst_lumi: 0.02388 +- syst_lumi: 0.013319 +- syst_lumi: 0.006918 +- syst_lumi: 3.84270000e-03 +- syst_lumi: 0.001913 +- syst_lumi: 9.47400000e-04 +- syst_lumi: 4.93800000e-04 +- syst_lumi: 2.41800000e-04 +- syst_lumi: 1.21140000e-04 +- syst_lumi: 5.77600000e-05 +- syst_lumi: 2.44800000e-05 +- syst_lumi: 1.10280000e-05 +- syst_lumi: 4.18200000e-06 +- syst_lumi: 1.57500000e-06 +- syst_lumi: 6.22200000e-07 +- syst_lumi: 1.26e-07 +- syst_lumi: 0.7221 +- syst_lumi: 0.5483 +- syst_lumi: 0.3078 +- syst_lumi: 0.1864 +- syst_lumi: 0.09452 +- syst_lumi: 0.05685 +- syst_lumi: 0.03362 +- syst_lumi: 0.01602 +- syst_lumi: 0.009298 +- syst_lumi: 0.004973 +- syst_lumi: 0.002694 +- syst_lumi: 1.41250000e-03 +- syst_lumi: 7.48100000e-04 +- syst_lumi: 3.65200000e-04 +- syst_lumi: 1.57800000e-04 +- syst_lumi: 7.03300000e-05 +- syst_lumi: 3.14700000e-05 +- syst_lumi: 1.15670000e-05 +- syst_lumi: 4.08400000e-06 +- syst_lumi: 1.63400000e-06 +- syst_lumi: 1.64100000e-07 +- syst_lumi: 0.06334 +- syst_lumi: 0.02205 +- syst_lumi: 0.008166 +- syst_lumi: 0.002473 +- syst_lumi: 7.63100000e-04 +- syst_lumi: 1.56100000e-04 +- syst_lumi: 1.46400000e-05 +- syst_lumi: 2.02500000e-07 diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_2JET_13TEV_DIF/uncertainties.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_2JET_13TEV_DIF/uncertainties_wo-lumi.yaml similarity index 99% rename from nnpdf_data/nnpdf_data/commondata/ATLAS_2JET_13TEV_DIF/uncertainties.yaml rename to nnpdf_data/nnpdf_data/commondata/ATLAS_2JET_13TEV_DIF/uncertainties_wo-lumi.yaml index c0e5c8f787..2653ceec71 100644 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_2JET_13TEV_DIF/uncertainties.yaml +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_2JET_13TEV_DIF/uncertainties_wo-lumi.yaml @@ -1343,10 +1343,6 @@ definitions: description: '' treatment: MULT type: CORR - syst_lumi: - description: '' - treatment: MULT - type: CORR bins: - stat: 15.636 syst_JER_CROSS_CALIB_FORWARD: 0.816 @@ -1402,7 +1398,7 @@ bins: syst_JES_EtaIntercalibration_Stat131: 3.63750364e-01 syst_JES_EtaIntercalibration_Stat132: 4.26977681e-01 syst_JES_EtaIntercalibration_Stat133: 4.96804921e-01 - syst_JES_EtaIntercalibration_Stat134: 4.98200000e-01 + syst_JES_EtaIntercalibration_Stat134: 0.4982 syst_JES_EtaIntercalibration_Stat135: 3.74902397e-01 syst_JES_EtaIntercalibration_Stat136: 5.90492360e-01 syst_JES_EtaIntercalibration_Stat137: 5.89688511e-01 @@ -1577,7 +1573,7 @@ bins: syst_JES_EtaIntercalibration_Stat69: 4.75740696e-01 syst_JES_EtaIntercalibration_Stat7: 3.67282262e-03 syst_JES_EtaIntercalibration_Stat70: 5.94834439e-01 - syst_JES_EtaIntercalibration_Stat71: 6.35933000e-01 + syst_JES_EtaIntercalibration_Stat71: 0.635933 syst_JES_EtaIntercalibration_Stat72: 6.46776252e-01 syst_JES_EtaIntercalibration_Stat73: 9.07224581e-01 syst_JES_EtaIntercalibration_Stat74: 9.48460695e-01 @@ -1684,7 +1680,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 2.66043004e+01 - syst_lumi: 47.441 - stat: 5.298 syst_JER_CROSS_CALIB_FORWARD: 0.09467 syst_JER_NOISE_FORWARD: 0.07316 @@ -1947,7 +1942,7 @@ bins: syst_JES_EtaIntercalibration_Stat99: 2.62112972e-01 syst_JES_EtaIntercalibration_TotalStat_MJB: 5.74214897e-02 syst_JES_Flavour_Comp: 1.23491630e+00 - syst_JES_Flavour_Response: 2.76544300e+01 + syst_JES_Flavour_Response: 27.65443 syst_JES_Gjet_Generator: 2.01756555e+01 syst_JES_Gjet_OOC: 1.15975476e+01 syst_JES_Gjet_Purity: 4.31573887e+00 @@ -1995,7 +1990,7 @@ bins: syst_JES_Pileup_MuOffset: 5.83094904e-02 syst_JES_Pileup_NPVOffset: 1.05548416e+00 syst_JES_Pileup_Pt_term: 4.29061426e+00 - syst_JES_Pileup_Rho_topology: 9.02413900e+00 + syst_JES_Pileup_Rho_topology: 9.024139 syst_JES_PunchThrough_MC15: 3.46654844e-02 syst_JES_SingleParticle_HighPt: 2.38860754e-04 syst_JES_Zjet_MC: 1.78805502e+01 @@ -2021,7 +2016,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 9.10279302e+00 - syst_lumi: 20.05 - stat: 2.2131 syst_JER_CROSS_CALIB_FORWARD: 0.003343 syst_JER_NOISE_FORWARD: 0.002625 @@ -2358,7 +2352,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 3.55243621e+00 - syst_lumi: 8.317 - stat: 0.8868 syst_JER_CROSS_CALIB_FORWARD: 7.38e-05 syst_JER_NOISE_FORWARD: 5.81800000e-05 @@ -2695,7 +2688,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 1.47917139e+00 - syst_lumi: 3.555 - stat: 0.372 syst_JER_CROSS_CALIB_FORWARD: 1.60400000e-06 syst_JER_NOISE_FORWARD: 1.26560000e-06 @@ -3032,7 +3024,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 6.56793666e-01 - syst_lumi: 1.61 - stat: 0.19264 syst_JER_CROSS_CALIB_FORWARD: 4.10100000e-08 syst_JER_NOISE_FORWARD: 3.23400000e-08 @@ -3369,7 +3360,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 3.11422735e-01 - syst_lumi: 0.7591 - stat: 0.08929 syst_JER_CROSS_CALIB_FORWARD: 1.36470000e-09 syst_JER_NOISE_FORWARD: 1.07500000e-09 @@ -3706,7 +3696,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 1.58569251e-01 - syst_lumi: 0.3794 - stat: 0.05686 syst_JER_CROSS_CALIB_FORWARD: 5.85200000e-11 syst_JER_NOISE_FORWARD: 4.60100000e-11 @@ -4043,7 +4032,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 8.26274838e-02 - syst_lumi: 0.1927 - stat: 0.028015 syst_JER_CROSS_CALIB_FORWARD: 3.36500000e-12 syst_JER_NOISE_FORWARD: 2.63900000e-12 @@ -4380,7 +4368,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 4.43318404e-02 - syst_lumi: 0.10221 - stat: 9.53750000e-03 syst_JER_CROSS_CALIB_FORWARD: 2.19900000e-13 syst_JER_NOISE_FORWARD: 1.71900000e-13 @@ -4717,7 +4704,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 2.36684743e-02 - syst_lumi: 0.05354 - stat: 0.004361 syst_JER_CROSS_CALIB_FORWARD: 1.68300000e-14 syst_JER_NOISE_FORWARD: 1.31100000e-14 @@ -5054,7 +5040,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 1.28171760e-02 - syst_lumi: 0.02826 - stat: 0.002546 syst_JER_CROSS_CALIB_FORWARD: 1.50200000e-15 syst_JER_NOISE_FORWARD: 1.16480000e-15 @@ -5391,7 +5376,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 6.95331797e-03 - syst_lumi: 0.01488 - stat: 1.63670000e-03 syst_JER_CROSS_CALIB_FORWARD: 1.57800000e-16 syst_JER_NOISE_FORWARD: 1.21740000e-16 @@ -5728,7 +5712,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 3.78712909e-03 - syst_lumi: 0.007898 - stat: 1.06280000e-03 syst_JER_CROSS_CALIB_FORWARD: 1.95300000e-17 syst_JER_NOISE_FORWARD: 1.49800000e-17 @@ -6065,7 +6048,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 2.08971930e-03 - syst_lumi: 0.004238 - stat: 7.06300000e-04 syst_JER_CROSS_CALIB_FORWARD: 2.77100000e-18 syst_JER_NOISE_FORWARD: 2.11400000e-18 @@ -6402,7 +6384,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 6.38100000e-34 syst_cleaning: 1.12808469e-03 - syst_lumi: 0.002253 - stat: 4.70600000e-04 syst_JER_CROSS_CALIB_FORWARD: 4.29900000e-19 syst_JER_NOISE_FORWARD: 3.25900000e-19 @@ -6739,7 +6720,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 1.50900000e-25 syst_cleaning: 6.03100091e-04 - syst_lumi: 1.18630000e-03 - stat: 0.000349 syst_JER_CROSS_CALIB_FORWARD: 7.85500000e-20 syst_JER_NOISE_FORWARD: 5.91500000e-20 @@ -7076,7 +7056,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 1.74200000e-19 syst_cleaning: 3.33887434e-04 - syst_lumi: 6.44800000e-04 - stat: 2.34070000e-04 syst_JER_CROSS_CALIB_FORWARD: 1.56200000e-20 syst_JER_NOISE_FORWARD: 1.16820000e-20 @@ -7413,7 +7392,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 4.55900000e-15 syst_cleaning: 1.80306489e-04 - syst_lumi: 3.47100000e-04 - stat: 1.69160000e-04 syst_JER_CROSS_CALIB_FORWARD: 3.13200000e-21 syst_JER_NOISE_FORWARD: 2.32700000e-21 @@ -7750,7 +7728,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 6.46700000e-12 syst_cleaning: 9.18593146e-05 - syst_lumi: 1.76500000e-04 - stat: 1.15020000e-04 syst_JER_CROSS_CALIB_FORWARD: 7.39600000e-22 syst_JER_NOISE_FORWARD: 5.45800000e-22 @@ -8087,7 +8064,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 7.52600000e-10 syst_cleaning: 4.94154095e-05 - syst_lumi: 9.49900000e-05 - stat: 8.15200000e-05 syst_JER_CROSS_CALIB_FORWARD: 1.75400000e-22 syst_JER_NOISE_FORWARD: 1.28610000e-22 @@ -8424,7 +8400,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 1.41370000e-08 syst_cleaning: 2.48722496e-05 - syst_lumi: 4.80800000e-05 - stat: 5.56e-05 syst_JER_CROSS_CALIB_FORWARD: 4.71300000e-23 syst_JER_NOISE_FORWARD: 3.43200000e-23 @@ -8761,7 +8736,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 6.47500000e-08 syst_cleaning: 1.30596631e-05 - syst_lumi: 2.58400000e-05 - stat: 3.41770000e-05 syst_JER_CROSS_CALIB_FORWARD: 1.16430000e-23 syst_JER_NOISE_FORWARD: 8.42500000e-24 @@ -9098,7 +9072,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 7.39300000e-08 syst_cleaning: 5.94872850e-06 - syst_lumi: 1.20170000e-05 - stat: 2.51740000e-05 syst_JER_CROSS_CALIB_FORWARD: 3.56800000e-24 syst_JER_NOISE_FORWARD: 2.56600000e-24 @@ -9435,7 +9408,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 3.93690000e-08 syst_cleaning: 3.22161450e-06 - syst_lumi: 6.61400000e-06 - stat: 1.64960000e-05 syst_JER_CROSS_CALIB_FORWARD: 9.08e-25 syst_JER_NOISE_FORWARD: 6.49200000e-25 @@ -9772,7 +9744,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 7.84900000e-09 syst_cleaning: 1.26006696e-06 - syst_lumi: 2.83200000e-06 - stat: 1.00650000e-05 syst_JER_CROSS_CALIB_FORWARD: 2.52e-25 syst_JER_NOISE_FORWARD: 1.79200000e-25 @@ -10109,7 +10080,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 1.08690000e-08 syst_cleaning: 4.70684807e-07 - syst_lumi: 1.17990000e-06 - stat: 6.24200000e-06 syst_JER_CROSS_CALIB_FORWARD: 8.36100000e-26 syst_JER_NOISE_FORWARD: 5.91300000e-26 @@ -10446,7 +10416,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 1.30050000e-08 syst_cleaning: 1.85762449e-07 - syst_lumi: 4.76900000e-07 - stat: 1.19120000e-06 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -10783,7 +10752,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 3.00900000e-09 syst_cleaning: 3.02675879e-08 - syst_lumi: 7.77500000e-08 - stat: 16.556 syst_JER_CROSS_CALIB_FORWARD: 1.2201 syst_JER_NOISE_FORWARD: 0.4792 @@ -10864,7 +10832,7 @@ bins: syst_JES_EtaIntercalibration_Stat155: 1.87630538e-01 syst_JES_EtaIntercalibration_Stat156: 9.84151269e-02 syst_JES_EtaIntercalibration_Stat157: 7.68117379e-02 - syst_JES_EtaIntercalibration_Stat158: 1.30651000e-01 + syst_JES_EtaIntercalibration_Stat158: 0.130651 syst_JES_EtaIntercalibration_Stat159: 7.82108565e-02 syst_JES_EtaIntercalibration_Stat16: 3.53593518e-02 syst_JES_EtaIntercalibration_Stat160: 3.96277284e-02 @@ -11120,7 +11088,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 2.61020057e+01 - syst_lumi: 42.106 - stat: 5.925 syst_JER_CROSS_CALIB_FORWARD: 0.3205 syst_JER_NOISE_FORWARD: 0.2034 @@ -11457,7 +11424,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 8.87935847e+00 - syst_lumi: 17.87 - stat: 2.4529 syst_JER_CROSS_CALIB_FORWARD: 0.1107 syst_JER_NOISE_FORWARD: 0.08973 @@ -11794,7 +11760,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 3.46929777e+00 - syst_lumi: 7.883 - stat: 1.1741 syst_JER_CROSS_CALIB_FORWARD: 0.04941 syst_JER_NOISE_FORWARD: 0.04187 @@ -12131,7 +12096,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 1.56144380e+00 - syst_lumi: 3.678 - stat: 0.5295 syst_JER_CROSS_CALIB_FORWARD: 0.0181 syst_JER_NOISE_FORWARD: 0.02009 @@ -12468,7 +12432,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 7.31704864e-01 - syst_lumi: 1.765 - stat: 0.25374 syst_JER_CROSS_CALIB_FORWARD: 0.003596 syst_JER_NOISE_FORWARD: 0.009959 @@ -12805,7 +12768,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 3.58621120e-01 - syst_lumi: 0.8755 - stat: 0.13529 syst_JER_CROSS_CALIB_FORWARD: 4.10200000e-04 syst_JER_NOISE_FORWARD: 0.004942 @@ -13142,7 +13104,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 1.84983026e-01 - syst_lumi: 0.4494 - stat: 0.07317 syst_JER_CROSS_CALIB_FORWARD: 3.41200000e-05 syst_JER_NOISE_FORWARD: 0.00199 @@ -13479,7 +13440,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 9.92724920e-02 - syst_lumi: 0.2376 - stat: 0.0397 syst_JER_CROSS_CALIB_FORWARD: 2.17500000e-06 syst_JER_NOISE_FORWARD: 4.83600000e-04 @@ -13816,7 +13776,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 5.32432418e-02 - syst_lumi: 0.12516 - stat: 0.022512 syst_JER_CROSS_CALIB_FORWARD: 1.21750000e-07 syst_JER_NOISE_FORWARD: 7.00100000e-05 @@ -14153,7 +14112,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 2.87520434e-02 - syst_lumi: 0.06643 - stat: 0.01035 syst_JER_CROSS_CALIB_FORWARD: 6.45600000e-09 syst_JER_NOISE_FORWARD: 6.72e-06 @@ -14490,7 +14448,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 1.52680279e-02 - syst_lumi: 0.03469 - stat: 0.004082 syst_JER_CROSS_CALIB_FORWARD: 3.68100000e-10 syst_JER_NOISE_FORWARD: 5.23800000e-07 @@ -14827,7 +14784,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 8.45500602e-03 - syst_lumi: 0.01879 - stat: 2.22750000e-03 syst_JER_CROSS_CALIB_FORWARD: 2.23e-11 syst_JER_NOISE_FORWARD: 3.52800000e-08 @@ -15164,7 +15120,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 4.57867631e-03 - syst_lumi: 0.00991 - stat: 1.31970000e-03 syst_JER_CROSS_CALIB_FORWARD: 1.54900000e-12 syst_JER_NOISE_FORWARD: 2.35100000e-09 @@ -15501,7 +15456,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 2.52273200e-03 - syst_lumi: 0.00532 - stat: 7.85500000e-04 syst_JER_CROSS_CALIB_FORWARD: 1.15370000e-13 syst_JER_NOISE_FORWARD: 1.51e-10 @@ -15838,7 +15792,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 1.37784642e-03 - syst_lumi: 0.002835 - stat: 5.46200000e-04 syst_JER_CROSS_CALIB_FORWARD: 1.00310000e-14 syst_JER_NOISE_FORWARD: 1.05650000e-11 @@ -16175,7 +16128,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 7.50930628e-04 - syst_lumi: 0.001516 - stat: 3.75600000e-04 syst_JER_CROSS_CALIB_FORWARD: 9.69e-16 syst_JER_NOISE_FORWARD: 7.81200000e-13 @@ -16512,7 +16464,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 4.07464952e-04 - syst_lumi: 8.07500000e-04 - stat: 2.48890000e-04 syst_JER_CROSS_CALIB_FORWARD: 9.78900000e-17 syst_JER_NOISE_FORWARD: 5.81500000e-14 @@ -16849,7 +16800,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 2.13042249e-04 - syst_lumi: 4.16900000e-04 - stat: 1.81080000e-04 syst_JER_CROSS_CALIB_FORWARD: 1.20630000e-17 syst_JER_NOISE_FORWARD: 5.23100000e-15 @@ -17186,7 +17136,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 1.15900180e-04 - syst_lumi: 2.24200000e-04 - stat: 1.17960000e-04 syst_JER_CROSS_CALIB_FORWARD: 1.53700000e-18 syst_JER_NOISE_FORWARD: 4.80700000e-16 @@ -17523,7 +17472,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 5.90889133e-05 - syst_lumi: 1.13710000e-04 - stat: 8.19800000e-05 syst_JER_CROSS_CALIB_FORWARD: 2.11200000e-19 syst_JER_NOISE_FORWARD: 4.74900000e-17 @@ -17860,7 +17808,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 2.93062997e-05 - syst_lumi: 5.63700000e-05 - stat: 5.58400000e-05 syst_JER_CROSS_CALIB_FORWARD: 3.47600000e-20 syst_JER_NOISE_FORWARD: 5.64100000e-18 @@ -18197,7 +18144,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 1.57270213e-05 - syst_lumi: 3.03400000e-05 - stat: 3.83800000e-05 syst_JER_CROSS_CALIB_FORWARD: 5.43300000e-21 syst_JER_NOISE_FORWARD: 6.38900000e-19 @@ -18534,7 +18480,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 7.35342170e-06 - syst_lumi: 1.43400000e-05 - stat: 2.59810000e-05 syst_JER_CROSS_CALIB_FORWARD: 9.70300000e-22 syst_JER_NOISE_FORWARD: 8.37800000e-20 @@ -18871,7 +18816,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 3.55070416e-06 - syst_lumi: 7.02200000e-06 - stat: 1.55200000e-05 syst_JER_CROSS_CALIB_FORWARD: 1.56600000e-22 syst_JER_NOISE_FORWARD: 1.00390000e-20 @@ -19208,7 +19152,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 1.40209513e-06 - syst_lumi: 2.83600000e-06 - stat: 1.06430000e-05 syst_JER_CROSS_CALIB_FORWARD: 3.84500000e-23 syst_JER_NOISE_FORWARD: 1.84900000e-21 @@ -19545,7 +19488,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 7.19926918e-07 - syst_lumi: 1.51900000e-06 - stat: 5.82300000e-06 syst_JER_CROSS_CALIB_FORWARD: 6.94700000e-24 syst_JER_NOISE_FORWARD: 2.53700000e-22 @@ -19882,7 +19824,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 2.13128852e-07 - syst_lumi: 4.70700000e-07 - stat: 1.07800000e-06 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -20219,7 +20160,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 3.22594463e-08 - syst_lumi: 7.63100000e-08 - stat: 10.61 syst_JER_CROSS_CALIB_FORWARD: 0.6065 syst_JER_NOISE_FORWARD: 0.0 @@ -20556,7 +20496,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.4759 syst_cleaning: 1.18117205e+01 - syst_lumi: 18.25 - stat: 5.253 syst_JER_CROSS_CALIB_FORWARD: 0.3103 syst_JER_NOISE_FORWARD: 0.0 @@ -20893,7 +20832,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.38563 syst_cleaning: 5.15631525e+00 - syst_lumi: 9.382 - stat: 2.3129 syst_JER_CROSS_CALIB_FORWARD: 0.14114 syst_JER_NOISE_FORWARD: 0.0 @@ -21204,7 +21142,7 @@ bins: syst_JES_Pileup_MuOffset: 2.45171651e-12 syst_JES_Pileup_NPVOffset: 2.64338547e-01 syst_JES_Pileup_Pt_term: 1.16149512e+00 - syst_JES_Pileup_Rho_topology: 2.08401200e+00 + syst_JES_Pileup_Rho_topology: 2.084012 syst_JES_PunchThrough_MC15: 1.00215072e-18 syst_JES_SingleParticle_HighPt: 4.16910158e-04 syst_JES_Zjet_MC: 4.28800093e+00 @@ -21230,7 +21168,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.1457 syst_cleaning: 2.19883850e+00 - syst_lumi: 4.612 - stat: 1.1535 syst_JER_CROSS_CALIB_FORWARD: 0.06113 syst_JER_NOISE_FORWARD: 0.0 @@ -21567,7 +21504,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.01704 syst_cleaning: 1.04693811e+00 - syst_lumi: 2.372 - stat: 0.6564 syst_JER_CROSS_CALIB_FORWARD: 0.02921 syst_JER_NOISE_FORWARD: 0.0 @@ -21881,7 +21817,7 @@ bins: syst_JES_Pileup_Rho_topology: 4.75942651e-01 syst_JES_PunchThrough_MC15: 4.58150267e-08 syst_JES_SingleParticle_HighPt: 1.13617918e-04 - syst_JES_Zjet_MC: 1.09526500e+00 + syst_JES_Zjet_MC: 1.095265 syst_JES_Zjet_MuScale: 7.77524803e-02 syst_JES_Zjet_MuSmearID: 7.01385563e-03 syst_JES_Zjet_MuSmearMS: 9.37363585e-02 @@ -21904,7 +21840,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 1.25560000e-03 syst_cleaning: 5.35809917e-01 - syst_lumi: 1.2568 - stat: 0.31264 syst_JER_CROSS_CALIB_FORWARD: 0.0147 syst_JER_NOISE_FORWARD: 0.0 @@ -22241,7 +22176,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 7.75900000e-05 syst_cleaning: 2.80852038e-01 - syst_lumi: 0.6723 - stat: 0.16868 syst_JER_CROSS_CALIB_FORWARD: 0.005944 syst_JER_NOISE_FORWARD: 0.0 @@ -22578,7 +22512,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 4.15900000e-06 syst_cleaning: 1.48176947e-01 - syst_lumi: 0.3591 - stat: 0.088 syst_JER_CROSS_CALIB_FORWARD: 0.001451 syst_JER_NOISE_FORWARD: 0.0 @@ -22915,7 +22848,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 2.10400000e-07 syst_cleaning: 7.77864018e-02 - syst_lumi: 0.1885 - stat: 0.04695 syst_JER_CROSS_CALIB_FORWARD: 2.19700000e-04 syst_JER_NOISE_FORWARD: 0.0 @@ -23252,7 +23184,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 1.12800000e-08 syst_cleaning: 4.22533795e-02 - syst_lumi: 0.10144 - stat: 0.026445 syst_JER_CROSS_CALIB_FORWARD: 2.23100000e-05 syst_JER_NOISE_FORWARD: 0.0 @@ -23589,7 +23520,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 6.41300000e-10 syst_cleaning: 2.24473785e-02 - syst_lumi: 0.05316 - stat: 0.015299 syst_JER_CROSS_CALIB_FORWARD: 1.84900000e-06 syst_JER_NOISE_FORWARD: 0.0 @@ -23926,7 +23856,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 4.21600000e-11 syst_cleaning: 1.22646518e-02 - syst_lumi: 0.02859 - stat: 0.008603 syst_JER_CROSS_CALIB_FORWARD: 1.39380000e-07 syst_JER_NOISE_FORWARD: 0.0 @@ -24263,7 +24192,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 3.23600000e-12 syst_cleaning: 6.82081608e-03 - syst_lumi: 0.01564 - stat: 0.004436 syst_JER_CROSS_CALIB_FORWARD: 9.24800000e-09 syst_JER_NOISE_FORWARD: 0.0 @@ -24600,7 +24528,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 2.61900000e-13 syst_cleaning: 3.65982336e-03 - syst_lumi: 0.008247 - stat: 2.07790000e-03 syst_JER_CROSS_CALIB_FORWARD: 6.5e-10 syst_JER_NOISE_FORWARD: 0.0 @@ -24937,7 +24864,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 2.52900000e-14 syst_cleaning: 2.01004496e-03 - syst_lumi: 0.004445 - stat: 9.40100000e-04 syst_JER_CROSS_CALIB_FORWARD: 4.61500000e-11 syst_JER_NOISE_FORWARD: 0.0 @@ -25274,7 +25200,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 2.68300000e-15 syst_cleaning: 1.08971977e-03 - syst_lumi: 0.002359 - stat: 5.44500000e-04 syst_JER_CROSS_CALIB_FORWARD: 3.26200000e-12 syst_JER_NOISE_FORWARD: 0.0 @@ -25611,7 +25536,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 3.01700000e-16 syst_cleaning: 5.82835097e-04 - syst_lumi: 1.23040000e-03 - stat: 3.51160000e-04 syst_JER_CROSS_CALIB_FORWARD: 2.68e-13 syst_JER_NOISE_FORWARD: 0.0 @@ -25948,7 +25872,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 4.00700000e-17 syst_cleaning: 3.15839465e-04 - syst_lumi: 6.52900000e-04 - stat: 2.17490000e-04 syst_JER_CROSS_CALIB_FORWARD: 2.25600000e-14 syst_JER_NOISE_FORWARD: 0.0 @@ -26285,7 +26208,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 5.55300000e-18 syst_cleaning: 1.63418994e-04 - syst_lumi: 3.31600000e-04 - stat: 1.42590000e-04 syst_JER_CROSS_CALIB_FORWARD: 2.00500000e-15 syst_JER_NOISE_FORWARD: 0.0 @@ -26622,7 +26544,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 8.14200000e-19 syst_cleaning: 8.16748558e-05 - syst_lumi: 1.62800000e-04 - stat: 9.59490000e-05 syst_JER_CROSS_CALIB_FORWARD: 2.01900000e-16 syst_JER_NOISE_FORWARD: 0.0 @@ -26959,7 +26880,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 1.34110000e-19 syst_cleaning: 4.17337642e-05 - syst_lumi: 8.21e-05 - stat: 6.50900000e-05 syst_JER_CROSS_CALIB_FORWARD: 2.07400000e-17 syst_JER_NOISE_FORWARD: 0.0 @@ -27296,7 +27216,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 2.22900000e-20 syst_cleaning: 2.00051868e-05 - syst_lumi: 3.89850000e-05 - stat: 4.11400000e-05 syst_JER_CROSS_CALIB_FORWARD: 2.41700000e-18 syst_JER_NOISE_FORWARD: 0.0 @@ -27633,7 +27552,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 4.1e-21 syst_cleaning: 9.71940311e-06 - syst_lumi: 1.87700000e-05 - stat: 2.77780000e-05 syst_JER_CROSS_CALIB_FORWARD: 3.18400000e-19 syst_JER_NOISE_FORWARD: 0.0 @@ -27970,7 +27888,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 8.33400000e-22 syst_cleaning: 4.82549355e-06 - syst_lumi: 9.28700000e-06 - stat: 1.59570000e-05 syst_JER_CROSS_CALIB_FORWARD: 3.31400000e-20 syst_JER_NOISE_FORWARD: 0.0 @@ -28307,7 +28224,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 1.30990000e-22 syst_cleaning: 1.71732838e-06 - syst_lumi: 3.31400000e-06 - stat: 9.19900000e-06 syst_JER_CROSS_CALIB_FORWARD: 4.46900000e-21 syst_JER_NOISE_FORWARD: 0.0 @@ -28644,7 +28560,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 2.6e-23 syst_cleaning: 6.76798853e-07 - syst_lumi: 1.31320000e-06 - stat: 7.11400000e-06 syst_JER_CROSS_CALIB_FORWARD: 1.06810000e-21 syst_JER_NOISE_FORWARD: 0.0 @@ -28981,7 +28896,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 8.93300000e-24 syst_cleaning: 3.67714386e-07 - syst_lumi: 7.20500000e-07 - stat: 9.90240000e-07 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -29318,7 +29232,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 2.34800000e-25 syst_cleaning: 3.23547091e-08 - syst_lumi: 6.54e-08 - stat: 2.9678 syst_JER_CROSS_CALIB_FORWARD: 0.1634 syst_JER_NOISE_FORWARD: 0.08342 @@ -29655,7 +29568,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 1.77015593e+00 - syst_lumi: 2.975 - stat: 1.643 syst_JER_CROSS_CALIB_FORWARD: 0.04059 syst_JER_NOISE_FORWARD: 0.04452 @@ -29992,7 +29904,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 8.65938801e-01 - syst_lumi: 1.641 - stat: 0.8156 syst_JER_CROSS_CALIB_FORWARD: 0.006011 syst_JER_NOISE_FORWARD: 0.02464 @@ -30329,7 +30240,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 4.34744753e-01 - syst_lumi: 0.9117 - stat: 0.4322 syst_JER_CROSS_CALIB_FORWARD: 5.77100000e-04 syst_JER_NOISE_FORWARD: 0.013378 @@ -30666,7 +30576,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 2.20576670e-01 - syst_lumi: 0.4952 - stat: 0.25534 syst_JER_CROSS_CALIB_FORWARD: 4.33300000e-05 syst_JER_NOISE_FORWARD: 0.007377 @@ -31003,7 +30912,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 1.17692852e-01 - syst_lumi: 0.2731 - stat: 0.13559 syst_JER_CROSS_CALIB_FORWARD: 2.80200000e-06 syst_JER_NOISE_FORWARD: 0.003997 @@ -31340,7 +31248,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 6.26482777e-02 - syst_lumi: 0.148 - stat: 0.07452 syst_JER_CROSS_CALIB_FORWARD: 1.81200000e-07 syst_JER_NOISE_FORWARD: 0.002238 @@ -31677,7 +31584,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 3.45388252e-02 - syst_lumi: 0.08286 - stat: 0.04314 syst_JER_CROSS_CALIB_FORWARD: 1.19050000e-08 syst_JER_NOISE_FORWARD: 1.22830000e-03 @@ -32014,7 +31920,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 1.88880141e-02 - syst_lumi: 0.04547 - stat: 0.022654 syst_JER_CROSS_CALIB_FORWARD: 7.60500000e-10 syst_JER_NOISE_FORWARD: 0.000645 @@ -32351,7 +32256,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 9.94456971e-03 - syst_lumi: 0.02388 - stat: 0.012649 syst_JER_CROSS_CALIB_FORWARD: 5.79300000e-11 syst_JER_NOISE_FORWARD: 3.59800000e-04 @@ -32688,7 +32592,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 5.58586385e-03 - syst_lumi: 0.013319 - stat: 0.007249 syst_JER_CROSS_CALIB_FORWARD: 4.46e-12 syst_JER_NOISE_FORWARD: 1.86900000e-04 @@ -33025,7 +32928,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 2.94015625e-03 - syst_lumi: 0.006918 - stat: 0.004325 syst_JER_CROSS_CALIB_FORWARD: 3.88560000e-13 syst_JER_NOISE_FORWARD: 1.03800000e-04 @@ -33362,7 +33264,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 1.65410852e-03 - syst_lumi: 3.84270000e-03 - stat: 2.36430000e-03 syst_JER_CROSS_CALIB_FORWARD: 3.54800000e-14 syst_JER_NOISE_FORWARD: 5.16900000e-05 @@ -33699,7 +33600,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 8.37100155e-04 - syst_lumi: 0.001913 - stat: 1.24590000e-03 syst_JER_CROSS_CALIB_FORWARD: 3.51800000e-15 syst_JER_NOISE_FORWARD: 2.55900000e-05 @@ -34036,7 +33936,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 4.21581167e-04 - syst_lumi: 9.47400000e-04 - stat: 5.85600000e-04 syst_JER_CROSS_CALIB_FORWARD: 4.05400000e-16 syst_JER_NOISE_FORWARD: 1.32300000e-05 @@ -34373,7 +34272,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 2.23521157e-04 - syst_lumi: 4.93800000e-04 - stat: 2.55350000e-04 syst_JER_CROSS_CALIB_FORWARD: 4.86700000e-17 syst_JER_NOISE_FORWARD: 6.00900000e-06 @@ -34710,7 +34608,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 1.11500771e-04 - syst_lumi: 2.41800000e-04 - stat: 1.52540000e-04 syst_JER_CROSS_CALIB_FORWARD: 6.49600000e-18 syst_JER_NOISE_FORWARD: 2.26600000e-06 @@ -35047,7 +34944,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 5.69758113e-05 - syst_lumi: 1.21140000e-04 - stat: 8.58900000e-05 syst_JER_CROSS_CALIB_FORWARD: 9.19400000e-19 syst_JER_NOISE_FORWARD: 5.97300000e-07 @@ -35384,7 +35280,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 2.77907552e-05 - syst_lumi: 5.77600000e-05 - stat: 5.04900000e-05 syst_JER_CROSS_CALIB_FORWARD: 1.26630000e-19 syst_JER_NOISE_FORWARD: 1.01710000e-07 @@ -35721,7 +35616,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 1.20091743e-05 - syst_lumi: 2.44800000e-05 - stat: 2.97590000e-05 syst_JER_CROSS_CALIB_FORWARD: 2.00400000e-20 syst_JER_NOISE_FORWARD: 1.38680000e-08 @@ -36058,7 +35952,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 5.50705554e-06 - syst_lumi: 1.10280000e-05 - stat: 1.73810000e-05 syst_JER_CROSS_CALIB_FORWARD: 2.91200000e-21 syst_JER_NOISE_FORWARD: 1.29090000e-09 @@ -36395,7 +36288,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 2.11483404e-06 - syst_lumi: 4.18200000e-06 - stat: 1.02300000e-05 syst_JER_CROSS_CALIB_FORWARD: 4.70400000e-22 syst_JER_NOISE_FORWARD: 1.05560000e-10 @@ -36732,7 +36624,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 8.05230420e-07 - syst_lumi: 1.57500000e-06 - stat: 5.77300000e-06 syst_JER_CROSS_CALIB_FORWARD: 9.24100000e-23 syst_JER_NOISE_FORWARD: 8.81400000e-12 @@ -37069,7 +36960,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 3.20082989e-07 - syst_lumi: 6.22200000e-07 - stat: 1.84380000e-06 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -37406,7 +37296,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.0 syst_cleaning: 6.52463539e-08 - syst_lumi: 1.26e-07 - stat: 1.4283 syst_JER_CROSS_CALIB_FORWARD: 0.10049 syst_JER_NOISE_FORWARD: 0.0 @@ -37743,7 +37632,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.01801 syst_cleaning: 4.74408716e-01 - syst_lumi: 0.7221 - stat: 1.1593 syst_JER_CROSS_CALIB_FORWARD: 0.08974 syst_JER_NOISE_FORWARD: 0.0 @@ -38080,7 +37968,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 0.001867 syst_cleaning: 3.34684178e-01 - syst_lumi: 0.5483 - stat: 0.7242 syst_JER_CROSS_CALIB_FORWARD: 0.05049 syst_JER_NOISE_FORWARD: 0.0 @@ -38417,7 +38304,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 1.25180000e-04 syst_cleaning: 1.68701749e-01 - syst_lumi: 0.3078 - stat: 0.4113 syst_JER_CROSS_CALIB_FORWARD: 0.02287 syst_JER_NOISE_FORWARD: 0.0 @@ -38754,7 +38640,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 8.75600000e-06 syst_cleaning: 9.31843334e-02 - syst_lumi: 0.1864 - stat: 0.17975 syst_JER_CROSS_CALIB_FORWARD: 0.005805 syst_JER_NOISE_FORWARD: 0.0 @@ -39091,7 +38976,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 5.31200000e-07 syst_cleaning: 4.37256226e-02 - syst_lumi: 0.09452 - stat: 0.11651 syst_JER_CROSS_CALIB_FORWARD: 1.14070000e-03 syst_JER_NOISE_FORWARD: 0.0 @@ -39428,7 +39312,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 3.88280000e-08 syst_cleaning: 2.51580380e-02 - syst_lumi: 0.05685 - stat: 0.07088 syst_JER_CROSS_CALIB_FORWARD: 1.62900000e-04 syst_JER_NOISE_FORWARD: 0.0 @@ -39765,7 +39648,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 3.13e-09 syst_cleaning: 1.44366435e-02 - syst_lumi: 0.03362 - stat: 0.033583 syst_JER_CROSS_CALIB_FORWARD: 1.48300000e-05 syst_JER_NOISE_FORWARD: 0.0 @@ -40102,7 +39984,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 2.20600000e-10 syst_cleaning: 6.79743339e-03 - syst_lumi: 0.01602 - stat: 0.020393 syst_JER_CROSS_CALIB_FORWARD: 1.35830000e-06 syst_JER_NOISE_FORWARD: 0.0 @@ -40439,7 +40320,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 2.00100000e-11 syst_cleaning: 3.87459766e-03 - syst_lumi: 0.009298 - stat: 0.011182 syst_JER_CROSS_CALIB_FORWARD: 1.11570000e-07 syst_JER_NOISE_FORWARD: 0.0 @@ -40776,7 +40656,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 1.95500000e-12 syst_cleaning: 2.06547059e-03 - syst_lumi: 0.004973 - stat: 0.006271 syst_JER_CROSS_CALIB_FORWARD: 8.84600000e-09 syst_JER_NOISE_FORWARD: 0.0 @@ -41113,7 +40992,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 2.10900000e-13 syst_cleaning: 1.11907803e-03 - syst_lumi: 0.002694 - stat: 0.003642 syst_JER_CROSS_CALIB_FORWARD: 6.78700000e-10 syst_JER_NOISE_FORWARD: 0.0 @@ -41450,7 +41328,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 2.42800000e-14 syst_cleaning: 5.91581953e-04 - syst_lumi: 1.41250000e-03 - stat: 2.11320000e-03 syst_JER_CROSS_CALIB_FORWARD: 5.45700000e-11 syst_JER_NOISE_FORWARD: 0.0 @@ -41787,7 +41664,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 3.12600000e-15 syst_cleaning: 3.19736579e-04 - syst_lumi: 7.48100000e-04 - stat: 1.15030000e-03 syst_JER_CROSS_CALIB_FORWARD: 4.18200000e-12 syst_JER_NOISE_FORWARD: 0.0 @@ -42124,7 +42000,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 4.02200000e-16 syst_cleaning: 1.57270213e-04 - syst_lumi: 3.65200000e-04 - stat: 0.000631 syst_JER_CROSS_CALIB_FORWARD: 3.09800000e-13 syst_JER_NOISE_FORWARD: 0.0 @@ -42461,7 +42336,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 5.09500000e-17 syst_cleaning: 6.99055706e-05 - syst_lumi: 1.57800000e-04 - stat: 3.11160000e-04 syst_JER_CROSS_CALIB_FORWARD: 2.55900000e-14 syst_JER_NOISE_FORWARD: 0.0 @@ -42798,7 +42672,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 7.27100000e-18 syst_cleaning: 3.18524144e-05 - syst_lumi: 7.03300000e-05 - stat: 1.66130000e-04 syst_JER_CROSS_CALIB_FORWARD: 2.27900000e-15 syst_JER_NOISE_FORWARD: 0.0 @@ -43135,7 +43008,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 1.12340000e-18 syst_cleaning: 1.43153999e-05 - syst_lumi: 3.14700000e-05 - stat: 5.00200000e-05 syst_JER_CROSS_CALIB_FORWARD: 1.83e-16 syst_JER_NOISE_FORWARD: 0.0 @@ -43472,7 +43344,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 1.55400000e-19 syst_cleaning: 5.31652995e-06 - syst_lumi: 1.15670000e-05 - stat: 2.59510000e-05 syst_JER_CROSS_CALIB_FORWARD: 1.63200000e-17 syst_JER_NOISE_FORWARD: 0.0 @@ -43809,7 +43680,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 2.36300000e-20 syst_cleaning: 1.89919371e-06 - syst_lumi: 4.08400000e-06 - stat: 1.23250000e-05 syst_JER_CROSS_CALIB_FORWARD: 2.13200000e-18 syst_JER_NOISE_FORWARD: 0.0 @@ -44146,7 +44016,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 5.17300000e-21 syst_cleaning: 7.90767796e-07 - syst_lumi: 1.63400000e-06 - stat: 1.60480000e-06 syst_JER_CROSS_CALIB_FORWARD: 0.0 syst_JER_NOISE_FORWARD: 0.0 @@ -44483,7 +44352,6 @@ bins: syst_PRW: 0.0 syst_Unfolding_bias: 1.07810000e-22 syst_cleaning: 8.02285934e-08 - syst_lumi: 1.64100000e-07 - stat: 0.27775 syst_JER_CROSS_CALIB_FORWARD: 0.03072 syst_JER_NOISE_FORWARD: 0.013908 @@ -44820,7 +44688,6 @@ bins: syst_PRW: 0.01909 syst_Unfolding_bias: 0.003744 syst_cleaning: 4.01575980e-02 - syst_lumi: 0.06334 - stat: 0.12141 syst_JER_CROSS_CALIB_FORWARD: 0.01289 syst_JER_NOISE_FORWARD: 0.005883 @@ -45157,7 +45024,6 @@ bins: syst_PRW: 0.004016 syst_Unfolding_bias: 5.06700000e-04 syst_cleaning: 1.30163618e-02 - syst_lumi: 0.02205 - stat: 0.03568 syst_JER_CROSS_CALIB_FORWARD: 0.005609 syst_JER_NOISE_FORWARD: 0.002542 @@ -45494,7 +45360,6 @@ bins: syst_PRW: 4.83400000e-04 syst_Unfolding_bias: 7.76400000e-04 syst_cleaning: 4.48860967e-03 - syst_lumi: 0.008166 - stat: 0.011811 syst_JER_CROSS_CALIB_FORWARD: 0.001661 syst_JER_NOISE_FORWARD: 8.50400000e-04 @@ -45831,7 +45696,6 @@ bins: syst_PRW: 2.62e-05 syst_Unfolding_bias: 2.13500000e-05 syst_cleaning: 1.24794261e-03 - syst_lumi: 0.002473 - stat: 0.00476 syst_JER_CROSS_CALIB_FORWARD: 3.76400000e-04 syst_JER_NOISE_FORWARD: 2.70300000e-04 @@ -46168,7 +46032,6 @@ bins: syst_PRW: 1.51e-06 syst_Unfolding_bias: 1.56500000e-04 syst_cleaning: 3.62951247e-04 - syst_lumi: 7.63100000e-04 - stat: 1.12340000e-03 syst_JER_CROSS_CALIB_FORWARD: 3.75900000e-05 syst_JER_NOISE_FORWARD: 5.65100000e-05 @@ -46505,7 +46368,6 @@ bins: syst_PRW: 4.63200000e-08 syst_Unfolding_bias: 3.40600000e-05 syst_cleaning: 7.25382878e-05 - syst_lumi: 1.56100000e-04 - stat: 1.38510000e-04 syst_JER_CROSS_CALIB_FORWARD: 1.35890000e-06 syst_JER_NOISE_FORWARD: 5.55800000e-06 @@ -46842,7 +46704,6 @@ bins: syst_PRW: 7.11200000e-10 syst_Unfolding_bias: 1.71600000e-06 syst_cleaning: 6.49865463e-06 - syst_lumi: 1.46400000e-05 - stat: 3.36930000e-06 syst_JER_CROSS_CALIB_FORWARD: 6.68200000e-09 syst_JER_NOISE_FORWARD: 8.17200000e-08 @@ -47179,4 +47040,3 @@ bins: syst_PRW: 1.94800000e-12 syst_Unfolding_bias: 1.00290000e-08 syst_cleaning: 8.75291876e-08 - syst_lumi: 2.02500000e-07 diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_TTBAR_13TEV_HADR_DIF/artunc.py b/nnpdf_data/nnpdf_data/commondata/ATLAS_TTBAR_13TEV_HADR_DIF/artunc.py index e8de287406..e64b39904a 100644 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_TTBAR_13TEV_HADR_DIF/artunc.py +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_TTBAR_13TEV_HADR_DIF/artunc.py @@ -165,3 +165,51 @@ ], ) artunc_mtt_ytt_norm = cta(11, covmat_mtt_ytt_norm, 1) + +######################################### +# lumiless covmat # +######################################### + + +def lumiless_artUnc(data_array, covmat_array): + + lumi_uncert_percent = 2.1 + + lumi_uncert_array = np.array([data_array * lumi_uncert_percent / 100]) + lumi_covmat = lumi_uncert_array.T @ lumi_uncert_array + lumi_covmat_array = lumi_covmat.flatten() + lumiless_covmat = (covmat_array - lumi_covmat_array).tolist() + artUnc = cta(len(data_array), lumiless_covmat) + + return artUnc + + +mtt_data = np.array([]) +with open("rawdata/Table463.yaml", 'r') as file17: + input17 = yaml.safe_load(file17) +for i in range(len(input17['dependent_variables'][0]['values'])): + mtt_data = np.append(mtt_data, input17['dependent_variables'][0]['values'][i]['value']) + +ytt_data = np.array([]) +with open("rawdata/Table475.yaml", 'r') as file18: + input18 = yaml.safe_load(file18) +for i in range(len(input18['dependent_variables'][0]['values'])): + ytt_data = np.append(ytt_data, input18['dependent_variables'][0]['values'][i]['value']) + +mtt_ytt_data = np.array([]) +with open("rawdata/Table498.yaml", 'r') as file19: + input19 = yaml.safe_load(file19) +for i in range(len(input19['dependent_variables'][0]['values'])): + mtt_ytt_data = np.append(mtt_ytt_data, input19['dependent_variables'][0]['values'][i]['value']) +with open("rawdata/Table499.yaml", 'r') as file20: + input20 = yaml.safe_load(file20) +for i in range(len(input20['dependent_variables'][0]['values'])): + mtt_ytt_data = np.append(mtt_ytt_data, input20['dependent_variables'][0]['values'][i]['value']) +with open("rawdata/Table500.yaml", 'r') as file21: + input21 = yaml.safe_load(file21) +for i in range(len(input21['dependent_variables'][0]['values'])): + mtt_ytt_data = np.append(mtt_ytt_data, input21['dependent_variables'][0]['values'][i]['value']) + +artunc_mtt_lumiless = lumiless_artUnc(mtt_data, covmat_mtt) +artunc_ytt_lumiless = lumiless_artUnc(ytt_data, covmat_ytt) +artunc_mtt_ytt_lumiless = lumiless_artUnc(mtt_ytt_data, covmat_mtt_ytt) diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_TTBAR_13TEV_HADR_DIF/filter.py b/nnpdf_data/nnpdf_data/commondata/ATLAS_TTBAR_13TEV_HADR_DIF/filter.py index c88aaf5117..095b3651d8 100644 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_TTBAR_13TEV_HADR_DIF/filter.py +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_TTBAR_13TEV_HADR_DIF/filter.py @@ -1,9 +1,12 @@ from artunc import ( artunc_mtt, + artunc_mtt_lumiless, artunc_mtt_norm, artunc_mtt_ytt, + artunc_mtt_ytt_lumiless, artunc_mtt_ytt_norm, artunc_ytt, + artunc_ytt_lumiless, artunc_ytt_norm, ) import yaml @@ -18,18 +21,21 @@ def processData(): data_central_dSig_dmttBar = [] kin_dSig_dmttBar = [] error_dSig_dmttBar = [] + error_dSig_dmttBar_lumiless = [] data_central_dSig_dmttBar_norm = [] kin_dSig_dmttBar_norm = [] error_dSig_dmttBar_norm = [] data_central_dSig_dyttBar = [] kin_dSig_dyttBar = [] error_dSig_dyttBar = [] + error_dSig_dyttBar_lumiless = [] data_central_dSig_dyttBar_norm = [] kin_dSig_dyttBar_norm = [] error_dSig_dyttBar_norm = [] data_central_d2Sig_dmttBar_dyttBar = [] kin_d2Sig_dmttBar_dyttBar = [] error_d2Sig_dmttBar_dyttBar = [] + error_d2Sig_dmttBar_dyttBar_lumiless = [] data_central_d2Sig_dmttBar_dyttBar_norm = [] kin_d2Sig_dmttBar_dyttBar_norm = [] error_d2Sig_dmttBar_dyttBar_norm = [] @@ -48,8 +54,10 @@ def processData(): mttbar_min = input1['independent_variables'][0]['values'][i]['low'] mttbar_max = input1['independent_variables'][0]['values'][i]['high'] error_value = {} + error_value_lumiless = {} for j in range(len(values)): error_value['ArtUnc_' + str(j + 1)] = artunc_mtt[i][j] + error_value_lumiless['ArtUnc_' + str(j + 1)] = artunc_mtt_lumiless[i][j] data_central_value = values[i]['value'] kin_value = { 'sqrts': {'min': None, 'mid': sqrts, 'max': None}, @@ -59,6 +67,7 @@ def processData(): data_central_dSig_dmttBar.append(data_central_value) kin_dSig_dmttBar.append(kin_value) error_dSig_dmttBar.append(error_value) + error_dSig_dmttBar_lumiless.append(error_value_lumiless) error_definition_dSig_dmttBar = {} for i in range(len(values)): @@ -74,6 +83,10 @@ def processData(): 'definitions': error_definition_dSig_dmttBar, 'bins': error_dSig_dmttBar, } + uncertainties_dSig_dmttBar_wo_lumi_yaml = { + 'definitions': error_definition_dSig_dmttBar, + 'bins': error_dSig_dmttBar_lumiless, + } with open('data_dSig_dmttBar.yaml', 'w') as file: yaml.dump(data_central_dSig_dmttBar_yaml, file, sort_keys=False) @@ -84,6 +97,9 @@ def processData(): with open('uncertainties_dSig_dmttBar.yaml', 'w') as file: yaml.dump(uncertainties_dSig_dmttBar_yaml, file, sort_keys=False) + with open('uncertainties_dSig_dmttBar_wo-lumi.yaml', 'w') as file: + yaml.dump(uncertainties_dSig_dmttBar_wo_lumi_yaml, file, sort_keys=False) + # mttbar_norm hepdata_tables2 = "rawdata/Table461.yaml" @@ -148,8 +164,10 @@ def processData(): yttbar_min = input3['independent_variables'][0]['values'][i]['low'] yttbar_max = input3['independent_variables'][0]['values'][i]['high'] error_value = {} + error_value_lumiless = {} for j in range(len(values)): error_value['ArtUnc_' + str(j + 1)] = artunc_ytt[i][j] + error_value_lumiless['ArtUnc_' + str(j + 1)] = artunc_ytt_lumiless[i][j] data_central_value = values[i]['value'] kin_value = { 'sqrts': {'min': None, 'mid': sqrts, 'max': None}, @@ -159,6 +177,7 @@ def processData(): data_central_dSig_dyttBar.append(data_central_value) kin_dSig_dyttBar.append(kin_value) error_dSig_dyttBar.append(error_value) + error_dSig_dyttBar_lumiless.append(error_value_lumiless) error_definition_dSig_dyttBar = {} for i in range(len(values)): @@ -174,6 +193,10 @@ def processData(): 'definitions': error_definition_dSig_dyttBar, 'bins': error_dSig_dyttBar, } + uncertainties_dSig_dyttBar_wo_lumi_yaml = { + 'definitions': error_definition_dSig_dyttBar, + 'bins': error_dSig_dyttBar_lumiless, + } with open('data_dSig_dyttBar.yaml', 'w') as file: yaml.dump(data_central_dSig_dyttBar_yaml, file, sort_keys=False) @@ -184,6 +207,9 @@ def processData(): with open('uncertainties_dSig_dyttBar.yaml', 'w') as file: yaml.dump(uncertainties_dSig_dyttBar_yaml, file, sort_keys=False) + with open('uncertainties_dSig_dyttBar_wo-lumi.yaml', 'w') as file: + yaml.dump(uncertainties_dSig_dyttBar_wo_lumi_yaml, file, sort_keys=False) + # yttbar_norm hepdata_tables4 = "rawdata/Table473.yaml" @@ -250,8 +276,10 @@ def processData(): mttbar_min = 0.0 mttbar_max = 700.0 error_value = {} + error_value_lumiless = {} for j in range(11): error_value['ArtUnc_' + str(j + 1)] = artunc_mtt_ytt[i][j] + error_value_lumiless['ArtUnc_' + str(j + 1)] = artunc_mtt_ytt_lumiless[i][j] data_central_value = values[i]['value'] kin_value = { 'sqrts': {'min': None, 'mid': sqrts, 'max': None}, @@ -262,6 +290,7 @@ def processData(): data_central_d2Sig_dmttBar_dyttBar.append(data_central_value) kin_d2Sig_dmttBar_dyttBar.append(kin_value) error_d2Sig_dmttBar_dyttBar.append(error_value) + error_d2Sig_dmttBar_dyttBar_lumiless.append(error_value_lumiless) hepdata_tables6 = "rawdata/Table499.yaml" with open(hepdata_tables6, 'r') as file6: @@ -277,8 +306,10 @@ def processData(): mttbar_min = 700.0 mttbar_max = 970.0 error_value = {} + error_value_lumiless = {} for j in range(11): error_value['ArtUnc_' + str(j + 1)] = artunc_mtt_ytt[i + 4][j] + error_value_lumiless['ArtUnc_' + str(j + 1)] = artunc_mtt_ytt_lumiless[i + 4][j] data_central_value = values[i]['value'] kin_value = { 'sqrts': {'min': None, 'mid': sqrts, 'max': None}, @@ -289,6 +320,7 @@ def processData(): data_central_d2Sig_dmttBar_dyttBar.append(data_central_value) kin_d2Sig_dmttBar_dyttBar.append(kin_value) error_d2Sig_dmttBar_dyttBar.append(error_value) + error_d2Sig_dmttBar_dyttBar_lumiless.append(error_value_lumiless) hepdata_tables7 = "rawdata/Table500.yaml" with open(hepdata_tables7, 'r') as file7: @@ -304,8 +336,10 @@ def processData(): mttbar_min = 970.0 mttbar_max = 3000.0 error_value = {} + error_value_lumiless = {} for j in range(11): error_value['ArtUnc_' + str(j + 1)] = artunc_mtt_ytt[i + 8][j] + error_value_lumiless['ArtUnc_' + str(j + 1)] = artunc_mtt_ytt_lumiless[i + 8][j] data_central_value = values[i]['value'] kin_value = { 'sqrts': {'min': None, 'mid': sqrts, 'max': None}, @@ -316,6 +350,7 @@ def processData(): data_central_d2Sig_dmttBar_dyttBar.append(data_central_value) kin_d2Sig_dmttBar_dyttBar.append(kin_value) error_d2Sig_dmttBar_dyttBar.append(error_value) + error_d2Sig_dmttBar_dyttBar_lumiless.append(error_value_lumiless) error_definition_d2Sig_dmttBar_dyttBar = {} for i in range(11): @@ -331,6 +366,10 @@ def processData(): 'definitions': error_definition_d2Sig_dmttBar_dyttBar, 'bins': error_d2Sig_dmttBar_dyttBar, } + uncertainties_d2Sig_dmttBar_dyttBar_wo_lumi_yaml = { + 'definitions': error_definition_d2Sig_dmttBar_dyttBar, + 'bins': error_d2Sig_dmttBar_dyttBar_lumiless, + } with open('data_d2Sig_dmttBar_dyttBar.yaml', 'w') as file: yaml.dump(data_central_d2Sig_dmttBar_dyttBar_yaml, file, sort_keys=False) @@ -341,6 +380,9 @@ def processData(): with open('uncertainties_d2Sig_dmttBar_dyttBar.yaml', 'w') as file: yaml.dump(uncertainties_d2Sig_dmttBar_dyttBar_yaml, file, sort_keys=False) + with open('uncertainties_d2Sig_dmttBar_dyttBar_wo-lumi.yaml', 'w') as file: + yaml.dump(uncertainties_d2Sig_dmttBar_dyttBar_wo_lumi_yaml, file, sort_keys=False) + # mttbar_yttbar_norm hepdata_tables8 = "rawdata/Table489.yaml" diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_TTBAR_13TEV_HADR_DIF/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_TTBAR_13TEV_HADR_DIF/metadata.yaml index 512c6e0dd2..c917aa8d88 100644 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_TTBAR_13TEV_HADR_DIF/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_TTBAR_13TEV_HADR_DIF/metadata.yaml @@ -12,8 +12,8 @@ hepdata: url: "https://www.hepdata.net/record/ins1801434" version: 1 -version: 1 -version_comment: "NA" +version: 2 +version_comment: "Add uncertainty variant without luminosity uncertainty" implemented_observables: @@ -42,6 +42,10 @@ implemented_observables: FK_tables: - - ATLAS_TTBAR_13TEV_HADR_DIF_MTTBAR operation: 'null' + variants: + wo-lumi: + data_uncertainties: + - uncertainties_dSig_dmttBar_wo-lumi.yaml - observable: {description: "normalized differential cross section w.r.t. mass of top pair", label: '$\frac{1}{\sigma}\frac{d\sigma}{dm_{t\bar{t}}}$', units: '$\frac{1}{GeV}$'} observable_name: MTTBAR-NORM @@ -95,6 +99,10 @@ implemented_observables: FK_tables: - - ATLAS_TTBAR_13TEV_HADR_DIF_YTTBAR operation: 'null' + variants: + wo-lumi: + data_uncertainties: + - uncertainties_dSig_dyttBar_wo-lumi.yaml - observable: {description: "normalized differential cross section w.r.t. absolute rapidity of top pair", label: '$\frac{1}{\sigma}\frac{d\sigma}{d|y_{t\bar{t}}|}$', units: ''} observable_name: YTTBAR-NORM @@ -151,6 +159,10 @@ implemented_observables: FK_tables: - - ATLAS_TTBAR_13TEV_HADR_DIF_MTTBAR-YTTBAR operation: 'null' + variants: + wo-lumi: + data_uncertainties: + - uncertainties_d2Sig_dmttBar_dyttBar_wo-lumi.yaml - observable: {description: "normalized double differential cross section w.r.t. mass and absolute rapidity of top pair", label: '$\frac{1}{\sigma}\frac{d^2\sigma}{dm_{t\bar{t}}d|y_{t\bar{t}}|}$', units: '$\frac{1}{GeV}$'} observable_name: MTTBAR-YTTBAR-NORM diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_TTBAR_13TEV_HADR_DIF/uncertainties_d2Sig_dmttBar_dyttBar_wo-lumi.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_TTBAR_13TEV_HADR_DIF/uncertainties_d2Sig_dmttBar_dyttBar_wo-lumi.yaml new file mode 100644 index 0000000000..91ba96ef27 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_TTBAR_13TEV_HADR_DIF/uncertainties_d2Sig_dmttBar_dyttBar_wo-lumi.yaml @@ -0,0 +1,167 @@ +definitions: + ArtUnc_1: + definition: artificial uncertainty 1 + treatment: ADD + type: CORR + ArtUnc_2: + definition: artificial uncertainty 2 + treatment: ADD + type: CORR + ArtUnc_3: + definition: artificial uncertainty 3 + treatment: ADD + type: CORR + ArtUnc_4: + definition: artificial uncertainty 4 + treatment: ADD + type: CORR + ArtUnc_5: + definition: artificial uncertainty 5 + treatment: ADD + type: CORR + ArtUnc_6: + definition: artificial uncertainty 6 + treatment: ADD + type: CORR + ArtUnc_7: + definition: artificial uncertainty 7 + treatment: ADD + type: CORR + ArtUnc_8: + definition: artificial uncertainty 8 + treatment: ADD + type: CORR + ArtUnc_9: + definition: artificial uncertainty 9 + treatment: ADD + type: CORR + ArtUnc_10: + definition: artificial uncertainty 10 + treatment: ADD + type: CORR + ArtUnc_11: + definition: artificial uncertainty 11 + treatment: ADD + type: CORR +bins: +- ArtUnc_1: 1.24718153e-01 + ArtUnc_2: -3.09367970e-02 + ArtUnc_3: 5.92253719e-03 + ArtUnc_4: 4.86737410e-03 + ArtUnc_5: -1.83991756e-03 + ArtUnc_6: -3.00012041e-05 + ArtUnc_7: -9.60169748e-05 + ArtUnc_8: 8.46666156e-06 + ArtUnc_9: 1.69177896e-06 + ArtUnc_10: -1.21410158e-06 + ArtUnc_11: 6.86502812e-08 +- ArtUnc_1: 1.21685901e-01 + ArtUnc_2: 2.48170307e-02 + ArtUnc_3: 1.02709169e-02 + ArtUnc_4: 1.00911320e-02 + ArtUnc_5: 4.04489288e-03 + ArtUnc_6: -2.08148450e-04 + ArtUnc_7: 2.87177187e-04 + ArtUnc_8: 1.53427866e-05 + ArtUnc_9: 5.74114067e-07 + ArtUnc_10: 1.48911163e-07 + ArtUnc_11: -8.76572985e-08 +- ArtUnc_1: 9.62099925e-02 + ArtUnc_2: 1.49893878e-03 + ArtUnc_3: -1.90634396e-02 + ArtUnc_4: -1.08251919e-02 + ArtUnc_5: 1.05519538e-02 + ArtUnc_6: 3.37578187e-04 + ArtUnc_7: 9.72050182e-05 + ArtUnc_8: 1.45094341e-05 + ArtUnc_9: -6.86791418e-07 + ArtUnc_10: 6.53105466e-07 + ArtUnc_11: -1.33097244e-07 +- ArtUnc_1: 4.00462831e-02 + ArtUnc_2: 6.10342581e-03 + ArtUnc_3: -1.85107363e-02 + ArtUnc_4: 8.21576754e-03 + ArtUnc_5: -1.50348923e-02 + ArtUnc_6: 6.60559654e-04 + ArtUnc_7: 5.25403817e-04 + ArtUnc_8: 3.99187307e-05 + ArtUnc_9: -4.19170486e-06 + ArtUnc_10: 1.27993353e-06 + ArtUnc_11: 1.95843530e-08 +- ArtUnc_1: 3.32337260e-02 + ArtUnc_2: 4.05746650e-03 + ArtUnc_3: 7.95071419e-03 + ArtUnc_4: -1.15887133e-02 + ArtUnc_5: -6.09960879e-03 + ArtUnc_6: 7.66336722e-03 + ArtUnc_7: 1.53286077e-03 + ArtUnc_8: 2.59973795e-04 + ArtUnc_9: 1.78024286e-05 + ArtUnc_10: 4.62892417e-06 + ArtUnc_11: 6.27633467e-08 +- ArtUnc_1: 3.84643702e-02 + ArtUnc_2: 4.03526778e-03 + ArtUnc_3: 5.66291565e-03 + ArtUnc_4: -1.25020711e-02 + ArtUnc_5: -7.37312818e-03 + ArtUnc_6: -6.51432677e-03 + ArtUnc_7: 3.13722712e-03 + ArtUnc_8: 6.17713734e-05 + ArtUnc_9: 7.09919369e-07 + ArtUnc_10: 7.19334547e-06 + ArtUnc_11: -3.57368920e-07 +- ArtUnc_1: 3.24206572e-02 + ArtUnc_2: 4.66184595e-03 + ArtUnc_3: 2.99282488e-03 + ArtUnc_4: -7.39411969e-03 + ArtUnc_5: -5.48013302e-03 + ArtUnc_6: -1.21792623e-03 + ArtUnc_7: -6.91108768e-03 + ArtUnc_8: 1.24756785e-04 + ArtUnc_9: -3.32417503e-07 + ArtUnc_10: 8.51152467e-06 + ArtUnc_11: -3.78417412e-07 +- ArtUnc_1: 8.53260755e-03 + ArtUnc_2: 9.25405020e-04 + ArtUnc_3: 7.80041496e-04 + ArtUnc_4: -1.74600353e-03 + ArtUnc_5: -1.27342662e-03 + ArtUnc_6: 5.91675760e-04 + ArtUnc_7: -1.02337411e-04 + ArtUnc_8: -2.38524448e-03 + ArtUnc_9: 5.72681283e-05 + ArtUnc_10: 2.92928643e-05 + ArtUnc_11: -5.28550467e-07 +- ArtUnc_1: 1.79312172e-03 + ArtUnc_2: 9.23141157e-05 + ArtUnc_3: 4.69992461e-04 + ArtUnc_4: -5.10516458e-04 + ArtUnc_5: -2.00230904e-04 + ArtUnc_6: 2.60672348e-04 + ArtUnc_7: 3.91910690e-05 + ArtUnc_8: -2.08582469e-04 + ArtUnc_9: -6.23729977e-04 + ArtUnc_10: 1.56038350e-05 + ArtUnc_11: 2.91541613e-06 +- ArtUnc_1: 1.82647434e-03 + ArtUnc_2: 3.13643127e-04 + ArtUnc_3: 1.74957068e-04 + ArtUnc_4: -5.06349434e-04 + ArtUnc_5: -3.39229446e-04 + ArtUnc_6: 3.49221100e-06 + ArtUnc_7: -5.76963735e-05 + ArtUnc_8: -1.34367248e-04 + ArtUnc_9: -1.63314166e-05 + ArtUnc_10: -5.18567389e-04 + ArtUnc_11: -1.25974707e-05 +- ArtUnc_1: 4.07451358e-04 + ArtUnc_2: 7.76600031e-05 + ArtUnc_3: 1.50050677e-05 + ArtUnc_4: -9.04970799e-05 + ArtUnc_5: -4.39476258e-05 + ArtUnc_6: -2.46941008e-05 + ArtUnc_7: -1.65497555e-05 + ArtUnc_8: -1.54648696e-05 + ArtUnc_9: 1.10860760e-05 + ArtUnc_10: -4.42725802e-05 + ArtUnc_11: 1.48104922e-04 diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_TTBAR_13TEV_HADR_DIF/uncertainties_dSig_dmttBar_wo-lumi.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_TTBAR_13TEV_HADR_DIF/uncertainties_dSig_dmttBar_wo-lumi.yaml new file mode 100644 index 0000000000..a8641c54a2 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_TTBAR_13TEV_HADR_DIF/uncertainties_dSig_dmttBar_wo-lumi.yaml @@ -0,0 +1,119 @@ +definitions: + ArtUnc_1: + definition: artificial uncertainty 1 + treatment: ADD + type: CORR + ArtUnc_2: + definition: artificial uncertainty 2 + treatment: ADD + type: CORR + ArtUnc_3: + definition: artificial uncertainty 3 + treatment: ADD + type: CORR + ArtUnc_4: + definition: artificial uncertainty 4 + treatment: ADD + type: CORR + ArtUnc_5: + definition: artificial uncertainty 5 + treatment: ADD + type: CORR + ArtUnc_6: + definition: artificial uncertainty 6 + treatment: ADD + type: CORR + ArtUnc_7: + definition: artificial uncertainty 7 + treatment: ADD + type: CORR + ArtUnc_8: + definition: artificial uncertainty 8 + treatment: ADD + type: CORR + ArtUnc_9: + definition: artificial uncertainty 9 + treatment: ADD + type: CORR +bins: +- ArtUnc_1: -7.43299958e-01 + ArtUnc_2: 1.34185532e-01 + ArtUnc_3: -8.83596203e-03 + ArtUnc_4: -2.11644729e-05 + ArtUnc_5: -1.15691011e-04 + ArtUnc_6: 3.03345513e-07 + ArtUnc_7: -3.66897878e-07 + ArtUnc_8: -8.30931156e-07 + ArtUnc_9: 1.59727398e-08 +- ArtUnc_1: -4.55558383e-01 + ArtUnc_2: -1.60555208e-01 + ArtUnc_3: 4.22084542e-02 + ArtUnc_4: -1.94614742e-03 + ArtUnc_5: 6.32477915e-04 + ArtUnc_6: -3.98621389e-06 + ArtUnc_7: -2.80400940e-06 + ArtUnc_8: 1.64109977e-06 + ArtUnc_9: -2.15112149e-09 +- ArtUnc_1: -1.83720128e-01 + ArtUnc_2: -1.09565320e-01 + ArtUnc_3: -4.85860563e-02 + ArtUnc_4: 1.62108439e-02 + ArtUnc_5: 1.92688593e-04 + ArtUnc_6: -1.10439860e-04 + ArtUnc_7: 1.54545069e-06 + ArtUnc_8: -2.03363280e-05 + ArtUnc_9: -6.65751324e-08 +- ArtUnc_1: -8.65066313e-02 + ArtUnc_2: -6.00210776e-02 + ArtUnc_3: -3.19381325e-02 + ArtUnc_4: -1.79910820e-02 + ArtUnc_5: -8.95191761e-03 + ArtUnc_6: 1.45874988e-04 + ArtUnc_7: -6.50941249e-05 + ArtUnc_8: 1.89534588e-05 + ArtUnc_9: -5.63622976e-08 +- ArtUnc_1: -3.44209857e-02 + ArtUnc_2: -2.58429045e-02 + ArtUnc_3: -1.99111122e-02 + ArtUnc_4: -1.10966623e-02 + ArtUnc_5: 1.09170094e-02 + ArtUnc_6: -3.18575975e-03 + ArtUnc_7: 9.45160958e-05 + ArtUnc_8: -7.97612440e-05 + ArtUnc_9: -8.48912245e-07 +- ArtUnc_1: -1.97387669e-02 + ArtUnc_2: -1.44532830e-02 + ArtUnc_3: -1.08934077e-02 + ArtUnc_4: -5.22005839e-03 + ArtUnc_5: 6.38759844e-03 + ArtUnc_6: 4.48523483e-03 + ArtUnc_7: -1.57450746e-03 + ArtUnc_8: 1.45772701e-04 + ArtUnc_9: -1.68738493e-06 +- ArtUnc_1: -1.01349628e-02 + ArtUnc_2: -7.27317527e-03 + ArtUnc_3: -5.10592419e-03 + ArtUnc_4: -2.66031917e-03 + ArtUnc_5: 2.53768131e-03 + ArtUnc_6: 2.43665980e-03 + ArtUnc_7: 2.49093826e-03 + ArtUnc_8: -1.11735215e-03 + ArtUnc_9: -1.32003520e-06 +- ArtUnc_1: -6.41947167e-03 + ArtUnc_2: -4.29072821e-03 + ArtUnc_3: -3.00698348e-03 + ArtUnc_4: -1.18166347e-03 + ArtUnc_5: 1.43773794e-03 + ArtUnc_6: 8.82966848e-04 + ArtUnc_7: 1.47481611e-03 + ArtUnc_8: 2.04851279e-03 + ArtUnc_9: -2.66270619e-06 +- ArtUnc_1: -4.54254381e-04 + ArtUnc_2: -3.68658340e-04 + ArtUnc_3: -2.51059447e-04 + ArtUnc_4: -1.13663324e-04 + ArtUnc_5: 1.22410224e-04 + ArtUnc_6: 4.77649527e-05 + ArtUnc_7: 2.12216313e-05 + ArtUnc_8: 1.90360142e-05 + ArtUnc_9: 2.18409115e-04 diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_TTBAR_13TEV_HADR_DIF/uncertainties_dSig_dyttBar_wo-lumi.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_TTBAR_13TEV_HADR_DIF/uncertainties_dSig_dyttBar_wo-lumi.yaml new file mode 100644 index 0000000000..a3d6d66d35 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_TTBAR_13TEV_HADR_DIF/uncertainties_dSig_dyttBar_wo-lumi.yaml @@ -0,0 +1,194 @@ +definitions: + ArtUnc_1: + definition: artificial uncertainty 1 + treatment: ADD + type: CORR + ArtUnc_2: + definition: artificial uncertainty 2 + treatment: ADD + type: CORR + ArtUnc_3: + definition: artificial uncertainty 3 + treatment: ADD + type: CORR + ArtUnc_4: + definition: artificial uncertainty 4 + treatment: ADD + type: CORR + ArtUnc_5: + definition: artificial uncertainty 5 + treatment: ADD + type: CORR + ArtUnc_6: + definition: artificial uncertainty 6 + treatment: ADD + type: CORR + ArtUnc_7: + definition: artificial uncertainty 7 + treatment: ADD + type: CORR + ArtUnc_8: + definition: artificial uncertainty 8 + treatment: ADD + type: CORR + ArtUnc_9: + definition: artificial uncertainty 9 + treatment: ADD + type: CORR + ArtUnc_10: + definition: artificial uncertainty 10 + treatment: ADD + type: CORR + ArtUnc_11: + definition: artificial uncertainty 11 + treatment: ADD + type: CORR + ArtUnc_12: + definition: artificial uncertainty 12 + treatment: ADD + type: CORR +bins: +- ArtUnc_1: -1.08023282e+02 + ArtUnc_2: 1.76314911e+01 + ArtUnc_3: -8.54657451e+00 + ArtUnc_4: -1.16728843e+00 + ArtUnc_5: 3.44978251e-01 + ArtUnc_6: 3.28234722e+00 + ArtUnc_7: 2.65083657e+00 + ArtUnc_8: -1.43182387e+01 + ArtUnc_9: 5.69929448e+00 + ArtUnc_10: -6.50381831e+00 + ArtUnc_11: -4.43222031e+00 + ArtUnc_12: -4.83029776e+00 +- ArtUnc_1: -9.29654647e+01 + ArtUnc_2: 2.90689511e+01 + ArtUnc_3: 1.82627431e+01 + ArtUnc_4: -1.54824016e+00 + ArtUnc_5: -3.86524868e+00 + ArtUnc_6: -3.61564202e+00 + ArtUnc_7: -9.21579324e-01 + ArtUnc_8: 2.99170826e+00 + ArtUnc_9: -6.50064769e+00 + ArtUnc_10: -4.43393361e+00 + ArtUnc_11: 9.36836176e-01 + ArtUnc_12: 2.48921968e+00 +- ArtUnc_1: -1.24373468e+02 + ArtUnc_2: -9.32619715e+00 + ArtUnc_3: -7.60894002e-01 + ArtUnc_4: -3.51378828e-01 + ArtUnc_5: 1.89933783e+01 + ArtUnc_6: -1.72130682e+00 + ArtUnc_7: 4.02458465e+00 + ArtUnc_8: 2.26000793e+00 + ArtUnc_9: -9.80908989e+00 + ArtUnc_10: 1.81096903e+00 + ArtUnc_11: -6.66480751e+00 + ArtUnc_12: -1.65526884e+00 +- ArtUnc_1: -1.03555637e+02 + ArtUnc_2: 1.32956075e+00 + ArtUnc_3: 1.50305449e+00 + ArtUnc_4: 6.25798682e-01 + ArtUnc_5: 5.07650598e+00 + ArtUnc_6: 1.49289526e+01 + ArtUnc_7: 1.89140162e+00 + ArtUnc_8: 1.11199409e+01 + ArtUnc_9: 9.50180665e+00 + ArtUnc_10: -3.00283283e+00 + ArtUnc_11: 4.94256711e+00 + ArtUnc_12: -3.86005969e-01 +- ArtUnc_1: -1.00665721e+02 + ArtUnc_2: 1.14087374e+01 + ArtUnc_3: -1.46532324e+01 + ArtUnc_4: -1.08509979e+00 + ArtUnc_5: -7.48826885e+00 + ArtUnc_6: -9.36978983e+00 + ArtUnc_7: -1.58603760e+00 + ArtUnc_8: 1.06308972e+01 + ArtUnc_9: 4.25216946e+00 + ArtUnc_10: 5.55291884e+00 + ArtUnc_11: -5.61332612e+00 + ArtUnc_12: 1.42072854e+00 +- ArtUnc_1: -1.15175639e+02 + ArtUnc_2: -1.53624180e+01 + ArtUnc_3: 5.34627940e-01 + ArtUnc_4: 3.53219701e+00 + ArtUnc_5: -1.66714971e+01 + ArtUnc_6: 9.65035933e+00 + ArtUnc_7: -7.79295002e-01 + ArtUnc_8: -1.65536064e+00 + ArtUnc_9: -8.53396712e+00 + ArtUnc_10: 1.74035299e+00 + ArtUnc_11: -4.37295240e+00 + ArtUnc_12: -1.98920003e-01 +- ArtUnc_1: -9.38535217e+01 + ArtUnc_2: -5.42010487e+00 + ArtUnc_3: -8.79759665e+00 + ArtUnc_4: 3.26485173e-01 + ArtUnc_5: 3.27012386e+00 + ArtUnc_6: -2.10608587e+00 + ArtUnc_7: -4.84057908e+00 + ArtUnc_8: -4.63306546e+00 + ArtUnc_9: -2.52221766e+00 + ArtUnc_10: -3.90832473e+00 + ArtUnc_11: 8.75785217e+00 + ArtUnc_12: 1.44792296e+01 +- ArtUnc_1: -8.01126910e+01 + ArtUnc_2: -2.28399982e+00 + ArtUnc_3: 1.23176244e+01 + ArtUnc_4: 1.61806238e+00 + ArtUnc_5: 3.51601388e+00 + ArtUnc_6: -1.17581136e+00 + ArtUnc_7: -4.08681335e+00 + ArtUnc_8: -6.99129905e+00 + ArtUnc_9: 9.34006261e+00 + ArtUnc_10: 1.40418994e+01 + ArtUnc_11: -1.54709975e+00 + ArtUnc_12: 2.85721113e+00 +- ArtUnc_1: -7.04960509e+01 + ArtUnc_2: 2.62893963e+00 + ArtUnc_3: -4.28448457e+00 + ArtUnc_4: 3.62825343e-01 + ArtUnc_5: 1.38993545e-01 + ArtUnc_6: -3.05696996e+00 + ArtUnc_7: -4.06949910e+00 + ArtUnc_8: -9.94094101e-01 + ArtUnc_9: -4.67285147e+00 + ArtUnc_10: 5.11514504e+00 + ArtUnc_11: 1.28994862e+01 + ArtUnc_12: -1.29866580e+01 +- ArtUnc_1: -6.73358081e+01 + ArtUnc_2: -2.25478340e+01 + ArtUnc_3: 7.02222065e+00 + ArtUnc_4: 1.24507239e+00 + ArtUnc_5: -8.95091542e-01 + ArtUnc_6: -9.88052388e+00 + ArtUnc_7: -6.28655500e+00 + ArtUnc_8: 1.67679755e+00 + ArtUnc_9: 6.44522512e+00 + ArtUnc_10: -1.13949075e+01 + ArtUnc_11: -2.30319303e+00 + ArtUnc_12: -4.91139384e+00 +- ArtUnc_1: -5.42504648e+01 + ArtUnc_2: -9.83850907e+00 + ArtUnc_3: 3.32552491e+00 + ArtUnc_4: 6.02842802e-01 + ArtUnc_5: -5.84124358e+00 + ArtUnc_6: -7.95406706e+00 + ArtUnc_7: 1.60440405e+01 + ArtUnc_8: -1.19446988e+00 + ArtUnc_9: 2.99175415e+00 + ArtUnc_10: 6.83596773e-01 + ArtUnc_11: 5.75088871e+00 + ArtUnc_12: 1.40691174e+00 +- ArtUnc_1: -2.92279727e+01 + ArtUnc_2: -1.38737234e+01 + ArtUnc_3: 2.24375575e+00 + ArtUnc_4: -1.20109462e+01 + ArtUnc_5: -3.87192208e+00 + ArtUnc_6: 2.92829599e+00 + ArtUnc_7: -8.95382558e-01 + ArtUnc_8: -9.12026251e-01 + ArtUnc_9: 3.90747088e-02 + ArtUnc_10: 1.79736876e+00 + ArtUnc_11: 4.52799569e-01 + ArtUnc_12: -6.22877663e-02 diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_TTBAR_13TEV_LJ_DIF/filter.py b/nnpdf_data/nnpdf_data/commondata/ATLAS_TTBAR_13TEV_LJ_DIF/filter.py index 207f3a086c..4d89d98905 100644 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_TTBAR_13TEV_LJ_DIF/filter.py +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_TTBAR_13TEV_LJ_DIF/filter.py @@ -1,3 +1,4 @@ +from lumiless_covmat import llcm_mtt, llcm_ptt, llcm_yt, llcm_ytt import yaml from nnpdf_data.filter_utils.utils import covmat_to_artunc as cta @@ -24,24 +25,28 @@ def processData(): data_central_dSig_dmttBar = [] kin_dSig_dmttBar = [] error_dSig_dmttBar = [] + error_dSig_dmttBar_lumiless = [] data_central_dSig_dmttBar_norm = [] kin_dSig_dmttBar_norm = [] error_dSig_dmttBar_norm = [] data_central_dSig_dpTt = [] kin_dSig_dpTt = [] error_dSig_dpTt = [] + error_dSig_dpTt_lumiless = [] data_central_dSig_dpTt_norm = [] kin_dSig_dpTt_norm = [] error_dSig_dpTt_norm = [] data_central_dSig_dyt = [] kin_dSig_dyt = [] error_dSig_dyt = [] + error_dSig_dyt_lumiless = [] data_central_dSig_dyt_norm = [] kin_dSig_dyt_norm = [] error_dSig_dyt_norm = [] data_central_dSig_dyttBar = [] kin_dSig_dyttBar = [] error_dSig_dyttBar = [] + error_dSig_dyttBar_lumiless = [] data_central_dSig_dyttBar_norm = [] kin_dSig_dyttBar_norm = [] error_dSig_dyttBar_norm = [] @@ -67,6 +72,7 @@ def processData(): covMatEl = input2['dependent_variables'][0]['values'][i]['value'] covMatArray_dSig_dmttBar.append(covMatEl) artUncMat_dSig_dmttBar = cta(ndata_dSig_dmttBar, covMatArray_dSig_dmttBar) + artUncMat_dSig_dmttBar_lumiless = cta(ndata_dSig_dmttBar, llcm_mtt) sqrts = float(input['dependent_variables'][0]['qualifiers'][0]['value']) m_t2 = 29756.25 @@ -77,6 +83,7 @@ def processData(): m_ttBar_max = input['independent_variables'][0]['values'][i]['high'] value_delta = 0 error_value = {} + error_value_lumiless = {} # error_label = str(values[i]['errors'][0]['label']) # error_value[error_label] = pta(values[i]['errors'][0]['symerror'], values[i]['value']) # for j in range(1, len(values[i]['errors'])): @@ -90,7 +97,11 @@ def processData(): data_central_dSig_dmttBar.append(data_central_value) for j in range(ndata_dSig_dmttBar): error_value['ArtUnc_' + str(j + 1)] = float(artUncMat_dSig_dmttBar[i][j]) + error_value_lumiless['ArtUnc_' + str(j + 1)] = float( + artUncMat_dSig_dmttBar_lumiless[i][j] + ) error_dSig_dmttBar.append(error_value) + error_dSig_dmttBar_lumiless.append(error_value_lumiless) kin_value = { 'sqrts': {'min': None, 'mid': sqrts, 'max': None}, 'm_t2': {'min': None, 'mid': m_t2, 'max': None}, @@ -116,6 +127,10 @@ def processData(): 'definitions': error_definition_dSig_dmttBar, 'bins': error_dSig_dmttBar, } + uncertainties_dSig_dmttBar_wo_lumi_yaml = { + 'definitions': error_definition_dSig_dmttBar, + 'bins': error_dSig_dmttBar_lumiless, + } with open('data_dSig_dmttBar.yaml', 'w') as file: yaml.dump(data_central_dSig_dmttBar_yaml, file, sort_keys=False) @@ -126,6 +141,9 @@ def processData(): with open('uncertainties_dSig_dmttBar.yaml', 'w') as file: yaml.dump(uncertainties_dSig_dmttBar_yaml, file, sort_keys=False) + with open('uncertainties_dSig_dmttBar_wo-lumi.yaml', 'w') as file: + yaml.dump(uncertainties_dSig_dmttBar_wo_lumi_yaml, file, sort_keys=False) + # dSig_dmttBar_norm data hepdata_tables = "rawdata/Table616.yaml" with open(hepdata_tables, 'r') as file: @@ -209,6 +227,7 @@ def processData(): covMatEl = input2['dependent_variables'][0]['values'][i]['value'] covMatArray_dSig_dpTt.append(covMatEl) artUncMat_dSig_dpTt = cta(ndata_dSig_dpTt, covMatArray_dSig_dpTt) + artUncMat_dSig_dpTt_lumiless = cta(ndata_dSig_dpTt, llcm_ptt) sqrts = float(input['dependent_variables'][0]['qualifiers'][0]['value']) m_t2 = 29756.25 @@ -219,6 +238,7 @@ def processData(): pT_t_max = input['independent_variables'][0]['values'][i]['high'] value_delta = 0 error_value = {} + error_value_lumiless = {} # error_label = str(values[i]['errors'][0]['label']) # error_value[error_label] = pta(values[i]['errors'][0]['symerror'], values[i]['value']) # for j in range(1, len(values[i]['errors'])): @@ -232,7 +252,9 @@ def processData(): data_central_dSig_dpTt.append(data_central_value) for j in range(ndata_dSig_dpTt): error_value['ArtUnc_' + str(j + 1)] = float(artUncMat_dSig_dpTt[i][j]) + error_value_lumiless['ArtUnc_' + str(j + 1)] = float(artUncMat_dSig_dpTt_lumiless[i][j]) error_dSig_dpTt.append(error_value) + error_dSig_dpTt_lumiless.append(error_value_lumiless) kin_value = { 'sqrts': {'min': None, 'mid': sqrts, 'max': None}, 'm_t2': {'min': None, 'mid': m_t2, 'max': None}, @@ -258,6 +280,10 @@ def processData(): 'definitions': error_definition_dSig_dpTt, 'bins': error_dSig_dpTt, } + uncertainties_dSig_dpTt_wo_lumi_yaml = { + 'definitions': error_definition_dSig_dpTt, + 'bins': error_dSig_dpTt_lumiless, + } with open('data_dSig_dpTt.yaml', 'w') as file: yaml.dump(data_central_dSig_dpTt_yaml, file, sort_keys=False) @@ -268,6 +294,9 @@ def processData(): with open('uncertainties_dSig_dpTt.yaml', 'w') as file: yaml.dump(uncertainties_dSig_dpTt_yaml, file, sort_keys=False) + with open('uncertainties_dSig_dpTt_wo-lumi.yaml', 'w') as file: + yaml.dump(uncertainties_dSig_dpTt_wo_lumi_yaml, file, sort_keys=False) + # dSig_dpTt_norm data hepdata_tables = "rawdata/Table608.yaml" with open(hepdata_tables, 'r') as file: @@ -351,6 +380,7 @@ def processData(): covMatEl = input2['dependent_variables'][0]['values'][i]['value'] covMatArray_dSig_dyt.append(covMatEl) artUncMat_dSig_dyt = cta(ndata_dSig_dyt, covMatArray_dSig_dyt) + artUncMat_dSig_dyt_lumiless = cta(ndata_dSig_dyt, llcm_yt) sqrts = float(input['dependent_variables'][0]['qualifiers'][0]['value']) m_t2 = 29756.25 @@ -361,6 +391,7 @@ def processData(): y_t_max = input['independent_variables'][0]['values'][i]['high'] value_delta = 0 error_value = {} + error_value_lumiless = {} # error_label = str(values[i]['errors'][0]['label']) # error_value[error_label] = pta(values[i]['errors'][0]['symerror'], values[i]['value']) # for j in range(1, len(values[i]['errors'])): @@ -374,7 +405,9 @@ def processData(): data_central_dSig_dyt.append(data_central_value) for j in range(ndata_dSig_dyt): error_value['ArtUnc_' + str(j + 1)] = float(artUncMat_dSig_dyt[i][j]) + error_value_lumiless['ArtUnc_' + str(j + 1)] = float(artUncMat_dSig_dyt_lumiless[i][j]) error_dSig_dyt.append(error_value) + error_dSig_dyt_lumiless.append(error_value_lumiless) kin_value = { 'sqrts': {'min': None, 'mid': sqrts, 'max': None}, 'm_t2': {'min': None, 'mid': m_t2, 'max': None}, @@ -397,6 +430,10 @@ def processData(): data_central_dSig_dyt_yaml = {'data_central': data_central_dSig_dyt} kinematics_dSig_dyt_yaml = {'bins': kin_dSig_dyt} uncertainties_dSig_dyt_yaml = {'definitions': error_definition_dSig_dyt, 'bins': error_dSig_dyt} + uncertainties_dSig_dyt_wo_lumi_yaml = { + 'definitions': error_definition_dSig_dyt, + 'bins': error_dSig_dyt_lumiless, + } with open('data_dSig_dyt.yaml', 'w') as file: yaml.dump(data_central_dSig_dyt_yaml, file, sort_keys=False) @@ -407,6 +444,9 @@ def processData(): with open('uncertainties_dSig_dyt.yaml', 'w') as file: yaml.dump(uncertainties_dSig_dyt_yaml, file, sort_keys=False) + with open('uncertainties_dSig_dyt_wo-lumi.yaml', 'w') as file: + yaml.dump(uncertainties_dSig_dyt_wo_lumi_yaml, file, sort_keys=False) + # dSig_dyt_norm data hepdata_tables = "rawdata/Table612.yaml" with open(hepdata_tables, 'r') as file: @@ -490,6 +530,7 @@ def processData(): covMatEl = input2['dependent_variables'][0]['values'][i]['value'] covMatArray_dSig_dyttBar.append(covMatEl) artUncMat_dSig_dyttBar = cta(ndata_dSig_dyttBar, covMatArray_dSig_dyttBar) + artUncMat_dSig_dyttBar_lumiless = cta(ndata_dSig_dyttBar, llcm_ytt) sqrts = float(input['dependent_variables'][0]['qualifiers'][0]['value']) m_t2 = 29756.25 @@ -500,6 +541,7 @@ def processData(): y_ttBar_max = input['independent_variables'][0]['values'][i]['high'] value_delta = 0 error_value = {} + error_value_lumiless = {} # error_label = str(values[i]['errors'][0]['label']) # error_value[error_label] = pta(values[i]['errors'][0]['symerror'], values[i]['value']) # for j in range(1, len(values[i]['errors'])): @@ -513,7 +555,11 @@ def processData(): data_central_dSig_dyttBar.append(data_central_value) for j in range(ndata_dSig_dyttBar): error_value['ArtUnc_' + str(j + 1)] = float(artUncMat_dSig_dyttBar[i][j]) + error_value_lumiless['ArtUnc_' + str(j + 1)] = float( + artUncMat_dSig_dyttBar_lumiless[i][j] + ) error_dSig_dyttBar.append(error_value) + error_dSig_dyttBar_lumiless.append(error_value_lumiless) kin_value = { 'sqrts': {'min': None, 'mid': sqrts, 'max': None}, 'm_t2': {'min': None, 'mid': m_t2, 'max': None}, @@ -539,6 +585,10 @@ def processData(): 'definitions': error_definition_dSig_dyttBar, 'bins': error_dSig_dyttBar, } + uncertainties_dSig_dyttBar_wo_lumi_yaml = { + 'definitions': error_definition_dSig_dyttBar, + 'bins': error_dSig_dyttBar_lumiless, + } with open('data_dSig_dyttBar.yaml', 'w') as file: yaml.dump(data_central_dSig_dyttBar_yaml, file, sort_keys=False) @@ -549,6 +599,9 @@ def processData(): with open('uncertainties_dSig_dyttBar.yaml', 'w') as file: yaml.dump(uncertainties_dSig_dyttBar_yaml, file, sort_keys=False) + with open('uncertainties_dSig_dyttBar_wo-lumi.yaml', 'w') as file: + yaml.dump(uncertainties_dSig_dyttBar_wo_lumi_yaml, file, sort_keys=False) + # dSig_dyttBar_norm data hepdata_tables = "rawdata/Table624.yaml" with open(hepdata_tables, 'r') as file: diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_TTBAR_13TEV_LJ_DIF/lumiless_covmat.py b/nnpdf_data/nnpdf_data/commondata/ATLAS_TTBAR_13TEV_LJ_DIF/lumiless_covmat.py new file mode 100644 index 0000000000..be820d9b92 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_TTBAR_13TEV_LJ_DIF/lumiless_covmat.py @@ -0,0 +1,33 @@ +import numpy as np +import yaml + + +def lumiless_covmat(data, covmat, lumi_uncert_percent): + with open(data, 'r') as f: + data = yaml.safe_load(f) + + with open(covmat, 'r') as f: + covmat = yaml.safe_load(f) + + data_array = np.array([]) + for i in range(len(data['dependent_variables'][0]['values'])): + data_array = np.append(data_array, data['dependent_variables'][0]['values'][i]['value']) + + covmat_array = np.array([]) + for i in range(len(covmat['dependent_variables'][0]['values'])): + covmat_array = np.append( + covmat_array, covmat['dependent_variables'][0]['values'][i]['value'] + ) + + lumi_uncert_array = np.array([data_array * lumi_uncert_percent / 100]) + lumi_covmat = lumi_uncert_array.T @ lumi_uncert_array + lumi_covmat_array = lumi_covmat.flatten() + lumiless_covmat = (covmat_array - lumi_covmat_array).tolist() + + return lumiless_covmat + + +llcm_mtt = lumiless_covmat('rawdata/Table618.yaml', 'rawdata/Table619.yaml', 2.1) +llcm_ptt = lumiless_covmat('rawdata/Table610.yaml', 'rawdata/Table611.yaml', 2.1) +llcm_yt = lumiless_covmat('rawdata/Table614.yaml', 'rawdata/Table615.yaml', 2.1) +llcm_ytt = lumiless_covmat('rawdata/Table626.yaml', 'rawdata/Table627.yaml', 2.1) diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_TTBAR_13TEV_LJ_DIF/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_TTBAR_13TEV_LJ_DIF/metadata.yaml index 8d2487cdbb..b3e2d704a8 100644 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_TTBAR_13TEV_LJ_DIF/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_TTBAR_13TEV_LJ_DIF/metadata.yaml @@ -12,8 +12,8 @@ hepdata: url: "https://www.hepdata.net/record/ins1750330" version: 1 -version: 1 -version_comment: "NA" +version: 2 +version_comment: "Add uncertainty variant without luminosity uncertainty" implemented_observables: @@ -42,6 +42,10 @@ implemented_observables: FK_tables: - - ATLAS_TTBAR_13TEV_LJ_DIF_MTTBAR operation: 'null' + variants: + wo-lumi: + data_uncertainties: + - uncertainties_dSig_dmttBar_wo-lumi.yaml - observable: {description: "normalized differential cross section w.r.t. ttBar invariant mass", label: '$\frac{1}{\sigma}\frac{d\sigma}{dm_{t\bar{t}}}$', units: "$\frac{1}{GeV}$"} observable_name: MTTBAR-NORM @@ -95,6 +99,10 @@ implemented_observables: FK_tables: - - ATLAS_TTBAR_13TEV_LJ_DIF_PTT operation: 'null' + variants: + wo-lumi: + data_uncertainties: + - uncertainties_dSig_dpTt_wo-lumi.yaml - observable: {description: "normalized differential cross section w.r.t. transverse momentum of t", label: '$\frac{1}{\sigma}\frac{d\sigma}{dpT_t}$', units: '$\frac{1}{GeV}$'} observable_name: PTT-NORM @@ -148,6 +156,10 @@ implemented_observables: FK_tables: - - ATLAS_TTBAR_13TEV_LJ_DIF_YT operation: 'null' + variants: + wo-lumi: + data_uncertainties: + - uncertainties_dSig_dyt_wo-lumi.yaml - observable: {description: "normalized differential cross section w.r.t. absolute rapidity of t", label: '$\frac{1}{\sigma}\frac{d\sigma}{d|y_{t}|}$', units: ""} observable_name: YT-NORM @@ -201,6 +213,10 @@ implemented_observables: FK_tables: - - ATLAS_TTBAR_13TEV_LJ_DIF_YTTBAR operation: 'null' + variants: + wo-lumi: + data_uncertainties: + - uncertainties_dSig_dyttBar_wo-lumi.yaml - observable: {description: "normalized differential cross section w.r.t. absolute rapidity of ttBar", label: '$\frac{1}{\sigma}\frac{d\sigma}{d|y_{t\bar{t}}|}$', units: ""} observable_name: YTTBAR-NORM diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_TTBAR_13TEV_LJ_DIF/uncertainties_dSig_dmttBar_wo-lumi.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_TTBAR_13TEV_LJ_DIF/uncertainties_dSig_dmttBar_wo-lumi.yaml new file mode 100644 index 0000000000..a603a22e75 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_TTBAR_13TEV_LJ_DIF/uncertainties_dSig_dmttBar_wo-lumi.yaml @@ -0,0 +1,119 @@ +definitions: + ArtUnc_1: + definition: artificial uncertainty 1 + treatment: ADD + type: CORR + ArtUnc_2: + definition: artificial uncertainty 2 + treatment: ADD + type: CORR + ArtUnc_3: + definition: artificial uncertainty 3 + treatment: ADD + type: CORR + ArtUnc_4: + definition: artificial uncertainty 4 + treatment: ADD + type: CORR + ArtUnc_5: + definition: artificial uncertainty 5 + treatment: ADD + type: CORR + ArtUnc_6: + definition: artificial uncertainty 6 + treatment: ADD + type: CORR + ArtUnc_7: + definition: artificial uncertainty 7 + treatment: ADD + type: CORR + ArtUnc_8: + definition: artificial uncertainty 8 + treatment: ADD + type: CORR + ArtUnc_9: + definition: artificial uncertainty 9 + treatment: ADD + type: CORR +bins: +- ArtUnc_1: -4.74903277e-01 + ArtUnc_2: 1.10583578e-01 + ArtUnc_3: -5.97457423e-03 + ArtUnc_4: -1.43691942e-03 + ArtUnc_5: -2.44795086e-04 + ArtUnc_6: 8.63674709e-05 + ArtUnc_7: 2.18390625e-06 + ArtUnc_8: -1.69761455e-06 + ArtUnc_9: -1.84660268e-07 +- ArtUnc_1: -3.21946620e-01 + ArtUnc_2: -1.14312539e-01 + ArtUnc_3: 2.18238984e-02 + ArtUnc_4: 2.71422653e-03 + ArtUnc_5: 7.26322293e-04 + ArtUnc_6: -1.38201584e-04 + ArtUnc_7: 1.19589757e-05 + ArtUnc_8: 2.73307994e-06 + ArtUnc_9: -3.67216829e-07 +- ArtUnc_1: -1.16624470e-01 + ArtUnc_2: -1.10601487e-01 + ArtUnc_3: -1.98932619e-02 + ArtUnc_4: -7.25912786e-03 + ArtUnc_5: -1.16304931e-03 + ArtUnc_6: 1.86600617e-04 + ArtUnc_7: -3.29044130e-05 + ArtUnc_8: -4.93481740e-06 + ArtUnc_9: 2.54000295e-06 +- ArtUnc_1: -6.84133122e-02 + ArtUnc_2: -3.52079881e-02 + ArtUnc_3: -2.49270772e-02 + ArtUnc_4: 7.36155500e-03 + ArtUnc_5: 3.09041854e-03 + ArtUnc_6: -3.55033026e-04 + ArtUnc_7: 6.54927667e-05 + ArtUnc_8: -1.32580854e-05 + ArtUnc_9: -3.15161961e-06 +- ArtUnc_1: -2.77084233e-02 + ArtUnc_2: -1.20364955e-02 + ArtUnc_3: -5.21210107e-03 + ArtUnc_4: 4.59968294e-03 + ArtUnc_5: -6.51031588e-03 + ArtUnc_6: -1.10980416e-03 + ArtUnc_7: -5.55426616e-05 + ArtUnc_8: 2.41643377e-05 + ArtUnc_9: -4.13260334e-06 +- ArtUnc_1: -8.25730646e-03 + ArtUnc_2: -7.66068279e-03 + ArtUnc_3: -1.72940478e-03 + ArtUnc_4: 2.25682931e-03 + ArtUnc_5: -1.54025352e-03 + ArtUnc_6: 3.69851844e-03 + ArtUnc_7: 4.72787288e-04 + ArtUnc_8: 3.33647915e-06 + ArtUnc_9: 1.33706025e-05 +- ArtUnc_1: -5.01647790e-03 + ArtUnc_2: -1.77780640e-03 + ArtUnc_3: -9.11969911e-04 + ArtUnc_4: 8.99028590e-04 + ArtUnc_5: 1.45098429e-05 + ArtUnc_6: 1.08380767e-03 + ArtUnc_7: -1.34749064e-03 + ArtUnc_8: 4.13032082e-04 + ArtUnc_9: -4.16535504e-05 +- ArtUnc_1: -1.54384353e-03 + ArtUnc_2: -6.21289188e-04 + ArtUnc_3: -9.10342490e-06 + ArtUnc_4: 4.98823940e-04 + ArtUnc_5: -2.17005039e-04 + ArtUnc_6: 5.00072957e-04 + ArtUnc_7: -6.35211908e-04 + ArtUnc_8: -8.72510133e-04 + ArtUnc_9: -2.75474404e-05 +- ArtUnc_1: -8.59795356e-04 + ArtUnc_2: 2.48142335e-04 + ArtUnc_3: -1.30416253e-04 + ArtUnc_4: 1.85987282e-04 + ArtUnc_5: 2.77989825e-06 + ArtUnc_6: 7.34683463e-06 + ArtUnc_7: -1.80320256e-04 + ArtUnc_8: -1.53598851e-05 + ArtUnc_9: 4.43003129e-04 diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_TTBAR_13TEV_LJ_DIF/uncertainties_dSig_dpTt_wo-lumi.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_TTBAR_13TEV_LJ_DIF/uncertainties_dSig_dpTt_wo-lumi.yaml new file mode 100644 index 0000000000..9cd71bcd59 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_TTBAR_13TEV_LJ_DIF/uncertainties_dSig_dpTt_wo-lumi.yaml @@ -0,0 +1,98 @@ +definitions: + ArtUnc_1: + definition: artificial uncertainty 1 + treatment: ADD + type: CORR + ArtUnc_2: + definition: artificial uncertainty 2 + treatment: ADD + type: CORR + ArtUnc_3: + definition: artificial uncertainty 3 + treatment: ADD + type: CORR + ArtUnc_4: + definition: artificial uncertainty 4 + treatment: ADD + type: CORR + ArtUnc_5: + definition: artificial uncertainty 5 + treatment: ADD + type: CORR + ArtUnc_6: + definition: artificial uncertainty 6 + treatment: ADD + type: CORR + ArtUnc_7: + definition: artificial uncertainty 7 + treatment: ADD + type: CORR + ArtUnc_8: + definition: artificial uncertainty 8 + treatment: ADD + type: CORR +bins: +- ArtUnc_1: -4.55078985e-01 + ArtUnc_2: -1.06786717e-01 + ArtUnc_3: -2.84329450e-02 + ArtUnc_4: -1.82484511e-02 + ArtUnc_5: -1.63187025e-04 + ArtUnc_6: 1.19352322e-04 + ArtUnc_7: -1.04295725e-04 + ArtUnc_8: 3.82702054e-06 +- ArtUnc_1: -7.19253186e-01 + ArtUnc_2: -2.62580859e-02 + ArtUnc_3: 2.55326980e-02 + ArtUnc_4: 1.52546938e-02 + ArtUnc_5: -2.51111257e-04 + ArtUnc_6: -7.25492732e-05 + ArtUnc_7: 9.89308208e-05 + ArtUnc_8: -2.89299362e-06 +- ArtUnc_1: -3.32527627e-01 + ArtUnc_2: 1.72676941e-01 + ArtUnc_3: 5.72886258e-03 + ArtUnc_4: -1.51790298e-02 + ArtUnc_5: 1.21519244e-03 + ArtUnc_6: 3.06134201e-04 + ArtUnc_7: -4.14882382e-05 + ArtUnc_8: 5.63622310e-06 +- ArtUnc_1: -1.37991467e-01 + ArtUnc_2: 6.76977368e-02 + ArtUnc_3: -4.48604683e-02 + ArtUnc_4: 1.39513832e-02 + ArtUnc_5: -5.14760943e-03 + ArtUnc_6: -2.04912623e-03 + ArtUnc_7: 5.69277440e-05 + ArtUnc_8: -7.21713415e-06 +- ArtUnc_1: -4.77128703e-02 + ArtUnc_2: 1.52040576e-02 + ArtUnc_3: -2.07477955e-02 + ArtUnc_4: 8.50886859e-03 + ArtUnc_5: 7.74358479e-03 + ArtUnc_6: 6.04253352e-03 + ArtUnc_7: -6.87933744e-04 + ArtUnc_8: -2.12319500e-05 +- ArtUnc_1: -1.86156987e-02 + ArtUnc_2: -6.08908672e-04 + ArtUnc_3: -6.70824838e-03 + ArtUnc_4: 2.49364778e-03 + ArtUnc_5: 9.73188675e-03 + ArtUnc_6: -6.10077645e-03 + ArtUnc_7: -2.01957416e-04 + ArtUnc_8: -2.62494136e-05 +- ArtUnc_1: -5.03489691e-03 + ArtUnc_2: 1.36438178e-03 + ArtUnc_3: -4.89906571e-03 + ArtUnc_4: 4.11756576e-04 + ArtUnc_5: 2.04370570e-03 + ArtUnc_6: 8.19637503e-04 + ArtUnc_7: 3.74715315e-03 + ArtUnc_8: 1.28571534e-05 +- ArtUnc_1: -7.02869695e-04 + ArtUnc_2: 1.07509891e-04 + ArtUnc_3: -5.69110490e-04 + ArtUnc_4: 4.23537829e-04 + ArtUnc_5: 2.73591470e-04 + ArtUnc_6: -4.66302758e-05 + ArtUnc_7: -5.22580327e-05 + ArtUnc_8: 1.27741359e-03 diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_TTBAR_13TEV_LJ_DIF/uncertainties_dSig_dyt_wo-lumi.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_TTBAR_13TEV_LJ_DIF/uncertainties_dSig_dyt_wo-lumi.yaml new file mode 100644 index 0000000000..35d1166509 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_TTBAR_13TEV_LJ_DIF/uncertainties_dSig_dyt_wo-lumi.yaml @@ -0,0 +1,47 @@ +definitions: + ArtUnc_1: + definition: artificial uncertainty 1 + treatment: ADD + type: CORR + ArtUnc_2: + definition: artificial uncertainty 2 + treatment: ADD + type: CORR + ArtUnc_3: + definition: artificial uncertainty 3 + treatment: ADD + type: CORR + ArtUnc_4: + definition: artificial uncertainty 4 + treatment: ADD + type: CORR + ArtUnc_5: + definition: artificial uncertainty 5 + treatment: ADD + type: CORR +bins: +- ArtUnc_1: 5.27230550e+01 + ArtUnc_2: -3.69619613e+00 + ArtUnc_3: -6.84726988e-01 + ArtUnc_4: -2.76273623e+00 + ArtUnc_5: -5.26363492e-02 +- ArtUnc_1: 4.86941769e+01 + ArtUnc_2: -1.61304008e+00 + ArtUnc_3: -1.01824656e+00 + ArtUnc_4: 3.47359984e+00 + ArtUnc_5: -3.34126460e-01 +- ArtUnc_1: 3.79049509e+01 + ArtUnc_2: 5.44387407e+00 + ArtUnc_3: -1.54110086e+00 + ArtUnc_4: -4.74864117e-01 + ArtUnc_5: 1.22583356e+00 +- ArtUnc_1: 2.66586626e+01 + ArtUnc_2: 3.10561680e+00 + ArtUnc_3: 3.14517313e+00 + ArtUnc_4: -4.54664791e-01 + ArtUnc_5: -1.78594699e+00 +- ArtUnc_1: 1.30624001e+01 + ArtUnc_2: -1.20352759e+00 + ArtUnc_3: 4.61269131e+00 + ArtUnc_4: 5.08043321e-01 + ArtUnc_5: 1.54573123e+00 diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_TTBAR_13TEV_LJ_DIF/uncertainties_dSig_dyttBar_wo-lumi.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_TTBAR_13TEV_LJ_DIF/uncertainties_dSig_dyttBar_wo-lumi.yaml new file mode 100644 index 0000000000..d64c72e751 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_TTBAR_13TEV_LJ_DIF/uncertainties_dSig_dyttBar_wo-lumi.yaml @@ -0,0 +1,79 @@ +definitions: + ArtUnc_1: + definition: artificial uncertainty 1 + treatment: ADD + type: CORR + ArtUnc_2: + definition: artificial uncertainty 2 + treatment: ADD + type: CORR + ArtUnc_3: + definition: artificial uncertainty 3 + treatment: ADD + type: CORR + ArtUnc_4: + definition: artificial uncertainty 4 + treatment: ADD + type: CORR + ArtUnc_5: + definition: artificial uncertainty 5 + treatment: ADD + type: CORR + ArtUnc_6: + definition: artificial uncertainty 6 + treatment: ADD + type: CORR + ArtUnc_7: + definition: artificial uncertainty 7 + treatment: ADD + type: CORR +bins: +- ArtUnc_1: 5.94884391e+01 + ArtUnc_2: -1.57728633e+00 + ArtUnc_3: 2.75905615e+00 + ArtUnc_4: 3.62352125e+00 + ArtUnc_5: 1.51891326e+00 + ArtUnc_6: 1.09315878e+00 + ArtUnc_7: -6.27375045e-02 +- ArtUnc_1: 5.92190315e+01 + ArtUnc_2: -1.81702115e+00 + ArtUnc_3: -3.68022240e+00 + ArtUnc_4: 8.34684026e-01 + ArtUnc_5: -2.41332865e+00 + ArtUnc_6: -7.38000392e-01 + ArtUnc_7: 1.25323323e+00 +- ArtUnc_1: 5.12710739e+01 + ArtUnc_2: -2.07473073e+00 + ArtUnc_3: -2.02238998e+00 + ArtUnc_4: -2.23690228e+00 + ArtUnc_5: 4.61275368e-01 + ArtUnc_6: 6.18908243e-01 + ArtUnc_7: -2.25305643e+00 +- ArtUnc_1: 4.23556342e+01 + ArtUnc_2: 5.37170029e-01 + ArtUnc_3: 1.81964760e+00 + ArtUnc_4: -2.26696591e+00 + ArtUnc_5: 2.14128545e+00 + ArtUnc_6: -2.58193084e+00 + ArtUnc_7: 8.88519713e-01 +- ArtUnc_1: 3.17938636e+01 + ArtUnc_2: 2.50037064e+00 + ArtUnc_3: 4.34501530e+00 + ArtUnc_4: -2.05346466e+00 + ArtUnc_5: -2.64823546e+00 + ArtUnc_6: 1.25213147e+00 + ArtUnc_7: 2.02587253e-01 +- ArtUnc_1: 2.23606742e+01 + ArtUnc_2: 9.02508694e+00 + ArtUnc_3: -1.92161763e+00 + ArtUnc_4: 1.09522941e+00 + ArtUnc_5: 3.85106723e-01 + ArtUnc_6: -1.64521691e-01 + ArtUnc_7: -4.75235841e-01 +- ArtUnc_1: 7.32902984e+00 + ArtUnc_2: 5.11740024e-01 + ArtUnc_3: -2.01269720e+00 + ArtUnc_4: -1.83955246e+00 + ArtUnc_5: 1.88265177e+00 + ArtUnc_6: 2.75197486e+00 + ArtUnc_7: 1.58073676e+00 diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_1JET_13TEV_DIF/filter.py b/nnpdf_data/nnpdf_data/commondata/CMS_1JET_13TEV_DIF/filter.py index 82d755a01e..dd32bd29e6 100644 --- a/nnpdf_data/nnpdf_data/commondata/CMS_1JET_13TEV_DIF/filter.py +++ b/nnpdf_data/nnpdf_data/commondata/CMS_1JET_13TEV_DIF/filter.py @@ -3,6 +3,7 @@ from nnpdf_data.filter_utils.utils import prettify_float yaml.add_representer(float, prettify_float) +from nnpdf_data.filter_utils.utils import uncert_skip_variant as usv def processData(): @@ -153,3 +154,16 @@ def processData(): processData() + +usv( + 'uncertainties_r04.yaml', + 'uncertainties_r04_wo-lumi.yaml', + 'uncertainties_r04_lumi.yaml', + 'Lumi', +) +usv( + 'uncertainties_r07.yaml', + 'uncertainties_r07_wo-lumi.yaml', + 'uncertainties_r07_lumi.yaml', + 'Lumi', +) diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_1JET_13TEV_DIF/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_1JET_13TEV_DIF/metadata.yaml index 786424dff9..cc56da4e30 100644 --- a/nnpdf_data/nnpdf_data/commondata/CMS_1JET_13TEV_DIF/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/CMS_1JET_13TEV_DIF/metadata.yaml @@ -30,7 +30,8 @@ implemented_observables: file: kinematics_r04.yaml data_central: data_r04.yaml data_uncertainties: - - uncertainties_r04.yaml + - uncertainties_r04_wo-lumi.yaml + - uncertainties_r04_lumi.yaml kinematic_coverage: [y, pT, sqrts] plotting: kinematics_override: identity @@ -47,6 +48,10 @@ implemented_observables: - CMS_1JET_13TEV_DIF_PT-Y-R04_BIN3 - CMS_1JET_13TEV_DIF_PT-Y-R04_BIN4 operation: 'null' + variants: + wo-lumi: + data_uncertainties: + - uncertainties_r04_wo-lumi.yaml - observable: {description: "double differential cross section w.r.t. pT and y", label: '$\frac{d^2\sigma}{dp_T d|y|}$', units: "$pb/GeV$"} observable_name: PT-Y-R07 @@ -61,7 +66,8 @@ implemented_observables: file: kinematics_r07.yaml data_central: data_r07.yaml data_uncertainties: - - uncertainties_r07.yaml + - uncertainties_r07_wo-lumi.yaml + - uncertainties_r07_lumi.yaml kinematic_coverage: [y, pT, sqrts] plotting: kinematics_override: identity @@ -78,3 +84,7 @@ implemented_observables: - CMS_1JET_13TEV_DIF_PT-Y-R07_BIN3 - CMS_1JET_13TEV_DIF_PT-Y-R07_BIN4 operation: 'null' + variants: + wo-lumi: + data_uncertainties: + - uncertainties_r07_wo-lumi.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_1JET_13TEV_DIF/uncertainties_r04_lumi.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_1JET_13TEV_DIF/uncertainties_r04_lumi.yaml new file mode 100644 index 0000000000..845fe1db71 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CMS_1JET_13TEV_DIF/uncertainties_r04_lumi.yaml @@ -0,0 +1,84 @@ +definitions: + Lumi: + description: '' + treatment: MULT + type: CORR +bins: +- Lumi: 112.51 +- Lumi: 26.239 +- Lumi: 7.2572 +- Lumi: 2.255 +- Lumi: 0.75264 +- Lumi: 0.26774 +- Lumi: 0.10075 +- Lumi: 0.038944 +- Lumi: 0.01561 +- Lumi: 6.32830000e-03 +- Lumi: 2.61870000e-03 +- Lumi: 1.10110000e-03 +- Lumi: 4.54560000e-04 +- Lumi: 1.89920000e-04 +- Lumi: 7.85280000e-05 +- Lumi: 3.23350000e-05 +- Lumi: 1.23050000e-05 +- Lumi: 4.85690000e-06 +- Lumi: 1.84680000e-06 +- Lumi: 6.26070000e-07 +- Lumi: 1.85260000e-07 +- Lumi: 5.67360000e-08 +- Lumi: 108.01 +- Lumi: 24.946 +- Lumi: 6.8187 +- Lumi: 2.0828 +- Lumi: 0.69079 +- Lumi: 0.24377 +- Lumi: 0.091035 +- Lumi: 0.034364 +- Lumi: 0.013736 +- Lumi: 5.45840000e-03 +- Lumi: 2.22580000e-03 +- Lumi: 9.18310000e-04 +- Lumi: 3.68720000e-04 +- Lumi: 1.51100000e-04 +- Lumi: 5.94350000e-05 +- Lumi: 2.25720000e-05 +- Lumi: 8.63570000e-06 +- Lumi: 2.88010000e-06 +- Lumi: 1.01780000e-06 +- Lumi: 3.11320000e-07 +- Lumi: 6.60290000e-08 +- Lumi: 95.797 +- Lumi: 21.578 +- Lumi: 5.9778 +- Lumi: 1.7755 +- Lumi: 0.58335 +- Lumi: 0.20019 +- Lumi: 0.072478 +- Lumi: 0.026751 +- Lumi: 0.010314 +- Lumi: 3.88650000e-03 +- Lumi: 1.52160000e-03 +- Lumi: 5.62460000e-04 +- Lumi: 2.13250000e-04 +- Lumi: 7.41570000e-05 +- Lumi: 2.57990000e-05 +- Lumi: 7.86590000e-06 +- Lumi: 2.21270000e-06 +- Lumi: 5.47040000e-07 +- Lumi: 1.52200000e-07 +- Lumi: 76.778 +- Lumi: 17.206 +- Lumi: 4.6098 +- Lumi: 1.3512 +- Lumi: 0.4281 +- Lumi: 0.1422 +- Lumi: 0.048711 +- Lumi: 0.0167 +- Lumi: 5.77510000e-03 +- Lumi: 1.90970000e-03 +- Lumi: 6.16200000e-04 +- Lumi: 1.88170000e-04 +- Lumi: 5.15840000e-05 +- Lumi: 1.30050000e-05 +- Lumi: 2.32220000e-06 +- Lumi: 5.40540000e-07 diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_1JET_13TEV_DIF/uncertainties_r04.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_1JET_13TEV_DIF/uncertainties_r04_wo-lumi.yaml similarity index 97% rename from nnpdf_data/nnpdf_data/commondata/CMS_1JET_13TEV_DIF/uncertainties_r04.yaml rename to nnpdf_data/nnpdf_data/commondata/CMS_1JET_13TEV_DIF/uncertainties_r04_wo-lumi.yaml index 7c79db22d6..d9204c9788 100644 --- a/nnpdf_data/nnpdf_data/commondata/CMS_1JET_13TEV_DIF/uncertainties_r04.yaml +++ b/nnpdf_data/nnpdf_data/commondata/CMS_1JET_13TEV_DIF/uncertainties_r04_wo-lumi.yaml @@ -111,10 +111,6 @@ definitions: description: '' treatment: MULT type: CORR - Lumi: - description: '' - treatment: MULT - type: CORR model: description: '' treatment: MULT @@ -148,7 +144,6 @@ bins: SinglePionECAL: -34.572 SinglePionHCAL: -11.851 TimePtEta: 129.87 - Lumi: 112.51 model: 29.216 - all uncorr. unc.: 10.571 AbsoluteMPFBias: 24.818 @@ -178,7 +173,6 @@ bins: SinglePionECAL: -4.6643 SinglePionHCAL: -1.7537 TimePtEta: 35.24 - Lumi: 26.239 model: 1.1527 - all uncorr. unc.: 2.5752 AbsoluteMPFBias: 7.2451 @@ -208,7 +202,6 @@ bins: SinglePionECAL: -0.62363 SinglePionHCAL: -0.24352 TimePtEta: 10.77 - Lumi: 7.2572 model: 1.1959 - all uncorr. unc.: 0.91095 AbsoluteMPFBias: 2.3473 @@ -238,7 +231,6 @@ bins: SinglePionECAL: -0.05999 SinglePionHCAL: -9.32930000e-03 TimePtEta: 3.6053 - Lumi: 2.255 model: 0.56228 - all uncorr. unc.: 0.29045 AbsoluteMPFBias: 0.80657 @@ -268,7 +260,6 @@ bins: SinglePionECAL: 0.032215 SinglePionHCAL: 0.020055 TimePtEta: 1.2787 - Lumi: 0.75264 model: 0.21492 - all uncorr. unc.: 0.092298 AbsoluteMPFBias: 0.29376 @@ -298,7 +289,6 @@ bins: SinglePionECAL: 0.024238 SinglePionHCAL: 0.012807 TimePtEta: 0.48605 - Lumi: 0.26774 model: 0.066518 - all uncorr. unc.: 0.032499 AbsoluteMPFBias: 0.11304 @@ -328,7 +318,6 @@ bins: SinglePionECAL: 0.013355 SinglePionHCAL: 7.16420000e-03 TimePtEta: 0.19402 - Lumi: 0.10075 model: 0.018433 - all uncorr. unc.: 0.013168 AbsoluteMPFBias: 0.044723 @@ -358,7 +347,6 @@ bins: SinglePionECAL: 6.64520000e-03 SinglePionHCAL: 3.61830000e-03 TimePtEta: 0.079026 - Lumi: 0.038944 model: 5.68010000e-03 - all uncorr. unc.: 4.34550000e-03 AbsoluteMPFBias: 0.018399 @@ -388,7 +376,6 @@ bins: SinglePionECAL: 3.24680000e-03 SinglePionHCAL: 0.001773 TimePtEta: 0.033209 - Lumi: 0.01561 model: 2.05280000e-03 - all uncorr. unc.: 0.001762 AbsoluteMPFBias: 7.68320000e-03 @@ -418,7 +405,6 @@ bins: SinglePionECAL: 1.56530000e-03 SinglePionHCAL: 8.43850000e-04 TimePtEta: 0.014058 - Lumi: 6.32830000e-03 model: 7.47530000e-04 - all uncorr. unc.: 7.97940000e-04 AbsoluteMPFBias: 3.28790000e-03 @@ -448,7 +434,6 @@ bins: SinglePionECAL: 7.45900000e-04 SinglePionHCAL: 3.98510000e-04 TimePtEta: 6.05190000e-03 - Lumi: 2.61870000e-03 model: 1.63470000e-04 - all uncorr. unc.: 3.81020000e-04 AbsoluteMPFBias: 1.43580000e-03 @@ -478,7 +463,6 @@ bins: SinglePionECAL: 3.53350000e-04 SinglePionHCAL: 1.91330000e-04 TimePtEta: 2.63970000e-03 - Lumi: 1.10110000e-03 model: -1.14810000e-06 - all uncorr. unc.: 1.94010000e-04 AbsoluteMPFBias: 6.18270000e-04 @@ -508,7 +492,6 @@ bins: SinglePionECAL: 1.61770000e-04 SinglePionHCAL: 9.05160000e-05 TimePtEta: 1.12790000e-03 - Lumi: 4.54560000e-04 model: 2.68330000e-05 - all uncorr. unc.: 1.06650000e-04 AbsoluteMPFBias: 2.70540000e-04 @@ -538,7 +521,6 @@ bins: SinglePionECAL: 7.40200000e-05 SinglePionHCAL: 4.29690000e-05 TimePtEta: 4.88390000e-04 - Lumi: 1.89920000e-04 model: -7.05560000e-06 - all uncorr. unc.: 6.21900000e-05 AbsoluteMPFBias: 1.17580000e-04 @@ -568,7 +550,6 @@ bins: SinglePionECAL: 3.32780000e-05 SinglePionHCAL: 2.00410000e-05 TimePtEta: 2.11390000e-04 - Lumi: 7.85280000e-05 model: 2.38260000e-07 - all uncorr. unc.: 3.69250000e-05 AbsoluteMPFBias: 5.10620000e-05 @@ -598,7 +579,6 @@ bins: SinglePionECAL: 1.50410000e-05 SinglePionHCAL: 9.25360000e-06 TimePtEta: 9.11580000e-05 - Lumi: 3.23350000e-05 model: -7.95720000e-08 - all uncorr. unc.: 2.16030000e-05 AbsoluteMPFBias: 2.05540000e-05 @@ -628,7 +608,6 @@ bins: SinglePionECAL: 6.26260000e-06 SinglePionHCAL: 3.92850000e-06 TimePtEta: 3.63480000e-05 - Lumi: 1.23050000e-05 model: 5.13600000e-08 - all uncorr. unc.: 1.27600000e-05 AbsoluteMPFBias: 8.60440000e-06 @@ -658,7 +637,6 @@ bins: SinglePionECAL: 2.69810000e-06 SinglePionHCAL: 1.72240000e-06 TimePtEta: 1.50410000e-05 - Lumi: 4.85690000e-06 model: -1.15920000e-08 - all uncorr. unc.: 7.38070000e-06 AbsoluteMPFBias: 3.47800000e-06 @@ -688,7 +666,6 @@ bins: SinglePionECAL: 1.11760000e-06 SinglePionHCAL: 7.24730000e-07 TimePtEta: 5.99880000e-06 - Lumi: 1.84680000e-06 model: 1.53420000e-07 - all uncorr. unc.: 4.13780000e-06 AbsoluteMPFBias: 1.25580000e-06 @@ -718,7 +695,6 @@ bins: SinglePionECAL: 4.11970000e-07 SinglePionHCAL: 2.70920000e-07 TimePtEta: 2.13400000e-06 - Lumi: 6.26070000e-07 model: 3.73370000e-08 - all uncorr. unc.: 2.21470000e-06 AbsoluteMPFBias: 3.96350000e-07 @@ -748,7 +724,6 @@ bins: SinglePionECAL: 1.32320000e-07 SinglePionHCAL: 8.80950000e-08 TimePtEta: 6.62750000e-07 - Lumi: 1.85260000e-07 model: 6.49010000e-08 - all uncorr. unc.: 1.14230000e-06 AbsoluteMPFBias: 1.29600000e-07 @@ -778,7 +753,6 @@ bins: SinglePionECAL: 4.39160000e-08 SinglePionHCAL: 2.95540000e-08 TimePtEta: 2.13060000e-07 - Lumi: 5.67360000e-08 model: 1.29440000e-08 - all uncorr. unc.: 44.315 AbsoluteMPFBias: 106.77 @@ -808,7 +782,6 @@ bins: SinglePionECAL: -33.63 SinglePionHCAL: -13.016 TimePtEta: 174.47 - Lumi: 108.01 model: 25.217 - all uncorr. unc.: 10.655 AbsoluteMPFBias: 24.247 @@ -838,7 +811,6 @@ bins: SinglePionECAL: -4.673 SinglePionHCAL: -1.6773 TimePtEta: 42.607 - Lumi: 24.946 model: 2.8673 - all uncorr. unc.: 2.5365 AbsoluteMPFBias: 7.0201 @@ -868,7 +840,6 @@ bins: SinglePionECAL: -0.66008 SinglePionHCAL: -0.20613 TimePtEta: 12.41 - Lumi: 6.8187 model: 1.35 - all uncorr. unc.: 0.89597 AbsoluteMPFBias: 2.2403 @@ -898,7 +869,6 @@ bins: SinglePionECAL: -5.48860000e-02 SinglePionHCAL: -4.49990000e-03 TimePtEta: 4.0024 - Lumi: 2.0828 model: 0.78536 - all uncorr. unc.: 0.28731 AbsoluteMPFBias: 0.76258 @@ -928,7 +898,6 @@ bins: SinglePionECAL: 0.021728 SinglePionHCAL: 0.014849 TimePtEta: 1.3856 - Lumi: 0.69079 model: 0.26963 - all uncorr. unc.: 0.089972 AbsoluteMPFBias: 0.27417 @@ -958,7 +927,6 @@ bins: SinglePionECAL: 0.019905 SinglePionHCAL: 0.010387 TimePtEta: 0.50815 - Lumi: 0.24377 model: 0.07712 - all uncorr. unc.: 0.031899 AbsoluteMPFBias: 0.10418 @@ -988,7 +956,6 @@ bins: SinglePionECAL: 0.01174 SinglePionHCAL: 5.95670000e-03 TimePtEta: 0.19716 - Lumi: 0.091035 model: 0.021127 - all uncorr. unc.: 0.012955 AbsoluteMPFBias: 0.040113 @@ -1018,7 +985,6 @@ bins: SinglePionECAL: 5.95350000e-03 SinglePionHCAL: 3.03780000e-03 TimePtEta: 0.07704 - Lumi: 0.034364 model: 8.59190000e-03 - all uncorr. unc.: 4.20370000e-03 AbsoluteMPFBias: 0.016431 @@ -1048,7 +1014,6 @@ bins: SinglePionECAL: 0.002956 SinglePionHCAL: 1.53230000e-03 TimePtEta: 0.031786 - Lumi: 0.013736 model: 1.27520000e-03 - all uncorr. unc.: 1.70770000e-03 AbsoluteMPFBias: 6.73270000e-03 @@ -1078,7 +1043,6 @@ bins: SinglePionECAL: 1.39350000e-03 SinglePionHCAL: 7.36580000e-04 TimePtEta: 0.013009 - Lumi: 5.45840000e-03 model: 1.59430000e-04 - all uncorr. unc.: 7.66170000e-04 AbsoluteMPFBias: 2.84940000e-03 @@ -1108,7 +1072,6 @@ bins: SinglePionECAL: 6.53180000e-04 SinglePionHCAL: 3.52500000e-04 TimePtEta: 5.45130000e-03 - Lumi: 2.22580000e-03 model: -4.63610000e-05 - all uncorr. unc.: 3.62610000e-04 AbsoluteMPFBias: 1.22840000e-03 @@ -1138,7 +1101,6 @@ bins: SinglePionECAL: 3.03220000e-04 SinglePionHCAL: 1.67110000e-04 TimePtEta: 2.30740000e-03 - Lumi: 9.18310000e-04 model: -9.28360000e-05 - all uncorr. unc.: 1.82840000e-04 AbsoluteMPFBias: 5.18950000e-04 @@ -1168,7 +1130,6 @@ bins: SinglePionECAL: 1.34890000e-04 SinglePionHCAL: 7.62220000e-05 TimePtEta: 9.49180000e-04 - Lumi: 3.68720000e-04 model: -5.78660000e-05 - all uncorr. unc.: 1.00410000e-04 AbsoluteMPFBias: 2.25120000e-04 @@ -1198,7 +1159,6 @@ bins: SinglePionECAL: 6.13320000e-05 SinglePionHCAL: 3.59480000e-05 TimePtEta: 4.03610000e-04 - Lumi: 1.51100000e-04 model: -4.03020000e-05 - all uncorr. unc.: 5.73170000e-05 AbsoluteMPFBias: 9.42330000e-05 @@ -1228,7 +1188,6 @@ bins: SinglePionECAL: 2.67400000e-05 SinglePionHCAL: 1.61470000e-05 TimePtEta: 1.68580000e-04 - Lumi: 5.94350000e-05 model: -2.09240000e-05 - all uncorr. unc.: 3.30570000e-05 AbsoluteMPFBias: 3.86060000e-05 @@ -1258,7 +1217,6 @@ bins: SinglePionECAL: 1.11980000e-05 SinglePionHCAL: 6.95720000e-06 TimePtEta: 6.85870000e-05 - Lumi: 2.25720000e-05 model: -1.05870000e-05 - all uncorr. unc.: 1.87870000e-05 AbsoluteMPFBias: 1.60930000e-05 @@ -1288,7 +1246,6 @@ bins: SinglePionECAL: 4.70450000e-06 SinglePionHCAL: 3.00270000e-06 TimePtEta: 2.83490000e-05 - Lumi: 8.63570000e-06 model: -4.67300000e-06 - all uncorr. unc.: 1.04670000e-05 AbsoluteMPFBias: 5.89070000e-06 @@ -1318,7 +1275,6 @@ bins: SinglePionECAL: 1.71730000e-06 SinglePionHCAL: 1.12420000e-06 TimePtEta: 1.02930000e-05 - Lumi: 2.88010000e-06 model: -2.57090000e-06 - all uncorr. unc.: 5.66760000e-06 AbsoluteMPFBias: 2.29910000e-06 @@ -1348,7 +1304,6 @@ bins: SinglePionECAL: 6.62450000e-07 SinglePionHCAL: 4.44050000e-07 TimePtEta: 3.98690000e-06 - Lumi: 1.01780000e-06 model: -7.33440000e-07 - all uncorr. unc.: 2.95920000e-06 AbsoluteMPFBias: 7.80610000e-07 @@ -1378,7 +1333,6 @@ bins: SinglePionECAL: 2.20660000e-07 SinglePionHCAL: 1.51210000e-07 TimePtEta: 1.34400000e-06 - Lumi: 3.11320000e-07 model: -5.62810000e-07 - all uncorr. unc.: 1.36350000e-06 AbsoluteMPFBias: 1.84420000e-07 @@ -1408,7 +1362,6 @@ bins: SinglePionECAL: 5.08470000e-08 SinglePionHCAL: 3.55620000e-08 TimePtEta: 3.15440000e-07 - Lumi: 6.60290000e-08 model: -8.47590000e-08 - all uncorr. unc.: 45.355 AbsoluteMPFBias: 95.815 @@ -1438,7 +1391,6 @@ bins: SinglePionECAL: -27.856 SinglePionHCAL: -9.5764 TimePtEta: 172.17 - Lumi: 95.797 model: 37.386 - all uncorr. unc.: 10.997 AbsoluteMPFBias: 20.552 @@ -1468,7 +1420,6 @@ bins: SinglePionECAL: -4.31 SinglePionHCAL: -1.6558 TimePtEta: 40.584 - Lumi: 21.578 model: 0.11813 - all uncorr. unc.: 2.5758 AbsoluteMPFBias: 6.1824 @@ -1498,7 +1449,6 @@ bins: SinglePionECAL: -0.72326 SinglePionHCAL: -0.30946 TimePtEta: 11.797 - Lumi: 5.9778 model: 0.93484 - all uncorr. unc.: 0.91682 AbsoluteMPFBias: 1.9206 @@ -1528,7 +1478,6 @@ bins: SinglePionECAL: -9.02290000e-02 SinglePionHCAL: -2.89940000e-02 TimePtEta: 3.6506 - Lumi: 1.7755 model: 0.60454 - all uncorr. unc.: 0.29716 AbsoluteMPFBias: 0.64836 @@ -1558,7 +1507,6 @@ bins: SinglePionECAL: 7.56850000e-03 SinglePionHCAL: 0.010468 TimePtEta: 1.2433 - Lumi: 0.58335 model: 0.22442 - all uncorr. unc.: 0.091159 AbsoluteMPFBias: 0.22753 @@ -1588,7 +1536,6 @@ bins: SinglePionECAL: 0.014373 SinglePionHCAL: 9.49420000e-03 TimePtEta: 0.44051 - Lumi: 0.20019 model: 0.058844 - all uncorr. unc.: 0.032317 AbsoluteMPFBias: 0.084484 @@ -1618,7 +1565,6 @@ bins: SinglePionECAL: 9.20190000e-03 SinglePionHCAL: 5.23110000e-03 TimePtEta: 0.1642 - Lumi: 0.072478 model: 0.011521 - all uncorr. unc.: 0.012936 AbsoluteMPFBias: 0.032344 @@ -1648,7 +1594,6 @@ bins: SinglePionECAL: 4.77960000e-03 SinglePionHCAL: 0.002543 TimePtEta: 0.062233 - Lumi: 0.026751 model: 1.61970000e-03 - all uncorr. unc.: 4.23420000e-03 AbsoluteMPFBias: 0.012975 @@ -1678,7 +1623,6 @@ bins: SinglePionECAL: 2.34870000e-03 SinglePionHCAL: 1.25910000e-03 TimePtEta: 0.024591 - Lumi: 0.010314 model: -9.15740000e-04 - all uncorr. unc.: 1.71490000e-03 AbsoluteMPFBias: 5.13330000e-03 @@ -1708,7 +1652,6 @@ bins: SinglePionECAL: 1.06730000e-03 SinglePionHCAL: 5.79380000e-04 TimePtEta: 9.48070000e-03 - Lumi: 3.88650000e-03 model: -7.97940000e-04 - all uncorr. unc.: 7.55990000e-04 AbsoluteMPFBias: 2.13630000e-03 @@ -1738,7 +1681,6 @@ bins: SinglePionECAL: 4.89380000e-04 SinglePionHCAL: 2.67620000e-04 TimePtEta: 0.003792 - Lumi: 1.52160000e-03 model: -4.26560000e-04 - all uncorr. unc.: 3.47510000e-04 AbsoluteMPFBias: 8.47010000e-04 @@ -1768,7 +1710,6 @@ bins: SinglePionECAL: 2.07910000e-04 SinglePionHCAL: 0.000114 TimePtEta: 1.43030000e-03 - Lumi: 5.62460000e-04 model: -2.19840000e-04 - all uncorr. unc.: 1.70210000e-04 AbsoluteMPFBias: 3.47240000e-04 @@ -1798,7 +1739,6 @@ bins: SinglePionECAL: 8.89850000e-05 SinglePionHCAL: 5.10780000e-05 TimePtEta: 5.55060000e-04 - Lumi: 2.13250000e-04 model: -8.34830000e-05 - all uncorr. unc.: 8.82e-05 AbsoluteMPFBias: 1.31390000e-04 @@ -1828,7 +1768,6 @@ bins: SinglePionECAL: 3.44390000e-05 SinglePionHCAL: 2.19640000e-05 TimePtEta: 2.03630000e-04 - Lumi: 7.41570000e-05 model: -3.07950000e-05 - all uncorr. unc.: 4.66350000e-05 AbsoluteMPFBias: 5.04980000e-05 @@ -1858,7 +1797,6 @@ bins: SinglePionECAL: 1.31850000e-05 SinglePionHCAL: 9.50370000e-06 TimePtEta: 7.55170000e-05 - Lumi: 2.57990000e-05 model: -7.20030000e-06 - all uncorr. unc.: 2.45730000e-05 AbsoluteMPFBias: 1.72310000e-05 @@ -1888,7 +1826,6 @@ bins: SinglePionECAL: 4.38420000e-06 SinglePionHCAL: 3.60960000e-06 TimePtEta: 2.47950000e-05 - Lumi: 7.86590000e-06 model: -1.38230000e-06 - all uncorr. unc.: 1.25070000e-05 AbsoluteMPFBias: 5.46690000e-06 @@ -1918,7 +1855,6 @@ bins: SinglePionECAL: 1.33520000e-06 SinglePionHCAL: 1.26230000e-06 TimePtEta: 7.58210000e-06 - Lumi: 2.21270000e-06 model: 3.87860000e-07 - all uncorr. unc.: 6.25120000e-06 AbsoluteMPFBias: 1.53340000e-06 @@ -1948,7 +1884,6 @@ bins: SinglePionECAL: 3.55270000e-07 SinglePionHCAL: 3.86280000e-07 TimePtEta: 2.05490000e-06 - Lumi: 5.47040000e-07 model: 2.66e-07 - all uncorr. unc.: 2.65610000e-06 AbsoluteMPFBias: 4.86050000e-07 @@ -1978,7 +1913,6 @@ bins: SinglePionECAL: 1.05840000e-07 SinglePionHCAL: 1.32240000e-07 TimePtEta: 6.31230000e-07 - Lumi: 1.52200000e-07 model: 2.19140000e-07 - all uncorr. unc.: 37.907 AbsoluteMPFBias: 81.279 @@ -2008,7 +1942,6 @@ bins: SinglePionECAL: -27.673 SinglePionHCAL: -8.0306 TimePtEta: 140.53 - Lumi: 76.778 model: 6.8265 - all uncorr. unc.: 8.5995 AbsoluteMPFBias: 17.371 @@ -2038,7 +1971,6 @@ bins: SinglePionECAL: -4.2509 SinglePionHCAL: -1.5313 TimePtEta: 34.801 - Lumi: 17.206 model: -2.6819 - all uncorr. unc.: 1.9333 AbsoluteMPFBias: 4.9173 @@ -2068,7 +2000,6 @@ bins: SinglePionECAL: -0.68677 SinglePionHCAL: -0.26639 TimePtEta: 10.178 - Lumi: 4.6098 model: -2.24080000e-02 - all uncorr. unc.: 0.6698 AbsoluteMPFBias: 1.4913 @@ -2098,7 +2029,6 @@ bins: SinglePionECAL: -8.31830000e-02 SinglePionHCAL: -3.35070000e-02 TimePtEta: 3.0537 - Lumi: 1.3512 model: 0.1836 - all uncorr. unc.: 0.20481 AbsoluteMPFBias: 0.48668 @@ -2128,7 +2058,6 @@ bins: SinglePionECAL: 0.013976 SinglePionHCAL: 0.011011 TimePtEta: 0.97892 - Lumi: 0.4281 model: 0.016394 - all uncorr. unc.: 0.059596 AbsoluteMPFBias: 0.16974 @@ -2158,7 +2087,6 @@ bins: SinglePionECAL: 0.014003 SinglePionHCAL: 8.18340000e-03 TimePtEta: 0.33204 - Lumi: 0.1422 model: -2.49170000e-02 - all uncorr. unc.: 0.019736 AbsoluteMPFBias: 0.061285 @@ -2188,7 +2116,6 @@ bins: SinglePionECAL: 7.79350000e-03 SinglePionHCAL: 0.004042 TimePtEta: 0.1181 - Lumi: 0.048711 model: -1.37350000e-02 - all uncorr. unc.: 7.54190000e-03 AbsoluteMPFBias: 0.022307 @@ -2218,7 +2145,6 @@ bins: SinglePionECAL: 3.74830000e-03 SinglePionHCAL: 1.84660000e-03 TimePtEta: 0.042732 - Lumi: 0.0167 model: -6.91650000e-03 - all uncorr. unc.: 2.12940000e-03 AbsoluteMPFBias: 8.28270000e-03 @@ -2248,7 +2174,6 @@ bins: SinglePionECAL: 1.64940000e-03 SinglePionHCAL: 8.48810000e-04 TimePtEta: 0.015797 - Lumi: 5.77510000e-03 model: -2.22750000e-03 - all uncorr. unc.: 7.54750000e-04 AbsoluteMPFBias: 3.01080000e-03 @@ -2278,7 +2203,6 @@ bins: SinglePionECAL: 6.57120000e-04 SinglePionHCAL: 3.51850000e-04 TimePtEta: 5.62890000e-03 - Lumi: 1.90970000e-03 model: -5.01020000e-04 - all uncorr. unc.: 3.04130000e-04 AbsoluteMPFBias: 1.08490000e-03 @@ -2308,7 +2232,6 @@ bins: SinglePionECAL: 2.46380000e-04 SinglePionHCAL: 1.36790000e-04 TimePtEta: 1.96210000e-03 - Lumi: 6.16200000e-04 model: -3.07730000e-05 - all uncorr. unc.: 1.28090000e-04 AbsoluteMPFBias: 3.73080000e-04 @@ -2338,7 +2261,6 @@ bins: SinglePionECAL: 9.22500000e-05 SinglePionHCAL: 5.06480000e-05 TimePtEta: 6.46650000e-04 - Lumi: 1.88170000e-04 model: 9.13100000e-05 - all uncorr. unc.: 5.61960000e-05 AbsoluteMPFBias: 1.15840000e-04 @@ -2368,7 +2290,6 @@ bins: SinglePionECAL: 3.16050000e-05 SinglePionHCAL: 1.83210000e-05 TimePtEta: 1.90570000e-04 - Lumi: 5.15840000e-05 model: 5.63520000e-05 - all uncorr. unc.: 2.55790000e-05 AbsoluteMPFBias: 3.31570000e-05 @@ -2398,7 +2319,6 @@ bins: SinglePionECAL: 9.98650000e-06 SinglePionHCAL: 6.10720000e-06 TimePtEta: 5.12940000e-05 - Lumi: 1.30050000e-05 model: 3.66720000e-05 - all uncorr. unc.: 1.11680000e-05 AbsoluteMPFBias: 6.72440000e-06 @@ -2428,7 +2348,6 @@ bins: SinglePionECAL: 2.23290000e-06 SinglePionHCAL: 1.43350000e-06 TimePtEta: 9.86830000e-06 - Lumi: 2.32220000e-06 model: 1.14390000e-05 - all uncorr. unc.: 5.03690000e-06 AbsoluteMPFBias: 1.79540000e-06 @@ -2458,5 +2377,4 @@ bins: SinglePionECAL: 6.48350000e-07 SinglePionHCAL: 4.34250000e-07 TimePtEta: 2.49900000e-06 - Lumi: 5.40540000e-07 model: 4.65610000e-06 diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_1JET_13TEV_DIF/uncertainties_r07_lumi.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_1JET_13TEV_DIF/uncertainties_r07_lumi.yaml new file mode 100644 index 0000000000..332dd8a2b1 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CMS_1JET_13TEV_DIF/uncertainties_r07_lumi.yaml @@ -0,0 +1,84 @@ +definitions: + Lumi: + description: '' + treatment: MULT + type: CORR +bins: +- Lumi: 176.87 +- Lumi: 38.833 +- Lumi: 10.326 +- Lumi: 3.0891 +- Lumi: 1.0246 +- Lumi: 0.35586 +- Lumi: 0.13194 +- Lumi: 0.050271 +- Lumi: 0.019896 +- Lumi: 7.99670000e-03 +- Lumi: 3.28520000e-03 +- Lumi: 1.36460000e-03 +- Lumi: 5.62290000e-04 +- Lumi: 2.32530000e-04 +- Lumi: 9.54700000e-05 +- Lumi: 3.92920000e-05 +- Lumi: 1.50180000e-05 +- Lumi: 5.69120000e-06 +- Lumi: 2.17900000e-06 +- Lumi: 7.35300000e-07 +- Lumi: 2.32180000e-07 +- Lumi: 5.52090000e-08 +- Lumi: 168.53 +- Lumi: 37.177 +- Lumi: 9.7147 +- Lumi: 2.8683 +- Lumi: 0.93728 +- Lumi: 0.3218 +- Lumi: 0.11921 +- Lumi: 0.04425 +- Lumi: 0.017449 +- Lumi: 6.89070000e-03 +- Lumi: 2.78110000e-03 +- Lumi: 1.13310000e-03 +- Lumi: 4.55380000e-04 +- Lumi: 1.84620000e-04 +- Lumi: 7.17150000e-05 +- Lumi: 2.75090000e-05 +- Lumi: 1.03060000e-05 +- Lumi: 3.43020000e-06 +- Lumi: 1.19010000e-06 +- Lumi: 3.88160000e-07 +- Lumi: 6.48100000e-08 +- Lumi: 147.96 +- Lumi: 31.633 +- Lumi: 8.3305 +- Lumi: 2.4377 +- Lumi: 0.77285 +- Lumi: 0.26347 +- Lumi: 0.093757 +- Lumi: 0.034278 +- Lumi: 0.012912 +- Lumi: 4.87280000e-03 +- Lumi: 1.86870000e-03 +- Lumi: 6.98160000e-04 +- Lumi: 2.56890000e-04 +- Lumi: 9.13360000e-05 +- Lumi: 3.07830000e-05 +- Lumi: 9.75e-06 +- Lumi: 2.64280000e-06 +- Lumi: 6.60610000e-07 +- Lumi: 1.75770000e-07 +- Lumi: 118.31 +- Lumi: 25.034 +- Lumi: 6.4723 +- Lumi: 1.8156 +- Lumi: 0.57368 +- Lumi: 0.1855 +- Lumi: 0.062533 +- Lumi: 0.021268 +- Lumi: 7.25310000e-03 +- Lumi: 2.40280000e-03 +- Lumi: 7.73480000e-04 +- Lumi: 2.34110000e-04 +- Lumi: 6.47940000e-05 +- Lumi: 1.61060000e-05 +- Lumi: 3.15520000e-06 +- Lumi: 6.03280000e-07 diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_1JET_13TEV_DIF/uncertainties_r07.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_1JET_13TEV_DIF/uncertainties_r07_wo-lumi.yaml similarity index 97% rename from nnpdf_data/nnpdf_data/commondata/CMS_1JET_13TEV_DIF/uncertainties_r07.yaml rename to nnpdf_data/nnpdf_data/commondata/CMS_1JET_13TEV_DIF/uncertainties_r07_wo-lumi.yaml index 75afa57524..5dafa5f6a4 100644 --- a/nnpdf_data/nnpdf_data/commondata/CMS_1JET_13TEV_DIF/uncertainties_r07.yaml +++ b/nnpdf_data/nnpdf_data/commondata/CMS_1JET_13TEV_DIF/uncertainties_r07_wo-lumi.yaml @@ -111,10 +111,6 @@ definitions: description: '' treatment: MULT type: CORR - Lumi: - description: '' - treatment: MULT - type: CORR model: description: '' treatment: MULT @@ -148,7 +144,6 @@ bins: SinglePionECAL: -44.998 SinglePionHCAL: -16.756 TimePtEta: 222.98 - Lumi: 176.87 model: 258.97 - all uncorr. unc.: 18.521 AbsoluteMPFBias: 39.042 @@ -178,7 +173,6 @@ bins: SinglePionECAL: -5.9821 SinglePionHCAL: -1.9316 TimePtEta: 56.017 - Lumi: 38.833 model: 11.301 - all uncorr. unc.: 4.0039 AbsoluteMPFBias: 10.737 @@ -208,7 +202,6 @@ bins: SinglePionECAL: -0.78396 SinglePionHCAL: -0.18237 TimePtEta: 16.252 - Lumi: 10.326 model: 2.7668 - all uncorr. unc.: 1.3577 AbsoluteMPFBias: 3.3032 @@ -238,7 +231,6 @@ bins: SinglePionECAL: -4.92590000e-02 SinglePionHCAL: 0.025499 TimePtEta: 5.1837 - Lumi: 3.0891 model: 0.99263 - all uncorr. unc.: 0.35447 AbsoluteMPFBias: 1.1213 @@ -268,7 +260,6 @@ bins: SinglePionECAL: 0.044091 SinglePionHCAL: 0.030899 TimePtEta: 1.818 - Lumi: 1.0246 model: 0.30841 - all uncorr. unc.: 0.10418 AbsoluteMPFBias: 0.39797 @@ -298,7 +289,6 @@ bins: SinglePionECAL: 0.032497 SinglePionHCAL: 0.01786 TimePtEta: 0.67005 - Lumi: 0.35586 model: 0.12983 - all uncorr. unc.: 0.037193 AbsoluteMPFBias: 0.15089 @@ -328,7 +318,6 @@ bins: SinglePionECAL: 0.017844 SinglePionHCAL: 9.18780000e-03 TimePtEta: 0.2619 - Lumi: 0.13194 model: 0.045037 - all uncorr. unc.: 0.014241 AbsoluteMPFBias: 0.058875 @@ -358,7 +347,6 @@ bins: SinglePionECAL: 8.83190000e-03 SinglePionHCAL: 4.47840000e-03 TimePtEta: 0.10459 - Lumi: 0.050271 model: 0.016787 - all uncorr. unc.: 5.12750000e-03 AbsoluteMPFBias: 0.023917 @@ -388,7 +376,6 @@ bins: SinglePionECAL: 4.25370000e-03 SinglePionHCAL: 0.002172 TimePtEta: 0.043199 - Lumi: 0.019896 model: 6.26350000e-03 - all uncorr. unc.: 2.03760000e-03 AbsoluteMPFBias: 9.89460000e-03 @@ -418,7 +405,6 @@ bins: SinglePionECAL: 2.01270000e-03 SinglePionHCAL: 1.04230000e-03 TimePtEta: 0.018058 - Lumi: 7.99670000e-03 model: 2.01950000e-03 - all uncorr. unc.: 9.07050000e-04 AbsoluteMPFBias: 4.19480000e-03 @@ -448,7 +434,6 @@ bins: SinglePionECAL: 9.47170000e-04 SinglePionHCAL: 5.03050000e-04 TimePtEta: 7.69050000e-03 - Lumi: 3.28520000e-03 model: 7.93420000e-04 - all uncorr. unc.: 4.31220000e-04 AbsoluteMPFBias: 1.80320000e-03 @@ -478,7 +463,6 @@ bins: SinglePionECAL: 4.41520000e-04 SinglePionHCAL: 2.42260000e-04 TimePtEta: 3.30330000e-03 - Lumi: 1.36460000e-03 model: 2.75070000e-04 - all uncorr. unc.: 2.18420000e-04 AbsoluteMPFBias: 7.71160000e-04 @@ -508,7 +492,6 @@ bins: SinglePionECAL: 2.01150000e-04 SinglePionHCAL: 1.14490000e-04 TimePtEta: 1.40480000e-03 - Lumi: 5.62290000e-04 model: 1.08150000e-04 - all uncorr. unc.: 1.20160000e-04 AbsoluteMPFBias: 3.31830000e-04 @@ -538,7 +521,6 @@ bins: SinglePionECAL: 9.08760000e-05 SinglePionHCAL: 5.37900000e-05 TimePtEta: 6.01590000e-04 - Lumi: 2.32530000e-04 model: 4.39580000e-05 - all uncorr. unc.: 6.95910000e-05 AbsoluteMPFBias: 1.42090000e-04 @@ -568,7 +550,6 @@ bins: SinglePionECAL: 4.04420000e-05 SinglePionHCAL: 2.48960000e-05 TimePtEta: 2.58500000e-04 - Lumi: 9.54700000e-05 model: 1.46880000e-05 - all uncorr. unc.: 4.13370000e-05 AbsoluteMPFBias: 6.11220000e-05 @@ -598,7 +579,6 @@ bins: SinglePionECAL: 1.80150000e-05 SinglePionHCAL: 1.14760000e-05 TimePtEta: 1.11450000e-04 - Lumi: 3.92920000e-05 model: 7.36820000e-06 - all uncorr. unc.: 2.42740000e-05 AbsoluteMPFBias: 2.44650000e-05 @@ -628,7 +608,6 @@ bins: SinglePionECAL: 7.41820000e-06 SinglePionHCAL: 4.88550000e-06 TimePtEta: 4.46650000e-05 - Lumi: 1.50180000e-05 model: 3.91830000e-06 - all uncorr. unc.: 1.43180000e-05 AbsoluteMPFBias: 9.72700000e-06 @@ -658,7 +637,6 @@ bins: SinglePionECAL: 3.01770000e-06 SinglePionHCAL: 2.05740000e-06 TimePtEta: 1.77630000e-05 - Lumi: 5.69120000e-06 model: 1.03270000e-06 - all uncorr. unc.: 8.22600000e-06 AbsoluteMPFBias: 3.91380000e-06 @@ -688,7 +666,6 @@ bins: SinglePionECAL: 1.23660000e-06 SinglePionHCAL: 8.72400000e-07 TimePtEta: 7.14320000e-06 - Lumi: 2.17900000e-06 model: 7.70190000e-07 - all uncorr. unc.: 4.60410000e-06 AbsoluteMPFBias: 1.38980000e-06 @@ -718,7 +695,6 @@ bins: SinglePionECAL: 4.45460000e-07 SinglePionHCAL: 3.24890000e-07 TimePtEta: 2.53330000e-06 - Lumi: 7.35300000e-07 model: 1.88740000e-07 - all uncorr. unc.: 2.48090000e-06 AbsoluteMPFBias: 4.62340000e-07 @@ -748,7 +724,6 @@ bins: SinglePionECAL: 1.49820000e-07 SinglePionHCAL: 1.12820000e-07 TimePtEta: 8.41080000e-07 - Lumi: 2.32180000e-07 model: 1.33120000e-07 - all uncorr. unc.: 1.24230000e-06 AbsoluteMPFBias: 1.15930000e-07 @@ -778,7 +753,6 @@ bins: SinglePionECAL: 3.78740000e-08 SinglePionHCAL: 2.94120000e-08 TimePtEta: 2.10360000e-07 - Lumi: 5.52090000e-08 model: 1.21650000e-08 - all uncorr. unc.: 68.223 AbsoluteMPFBias: 159.87 @@ -808,7 +782,6 @@ bins: SinglePionECAL: -38.731 SinglePionHCAL: -17.926 TimePtEta: 275.43 - Lumi: 168.53 model: 184.14 - all uncorr. unc.: 18.658 AbsoluteMPFBias: 38.193 @@ -838,7 +811,6 @@ bins: SinglePionECAL: -5.5986 SinglePionHCAL: -1.8589 TimePtEta: 69.281 - Lumi: 37.177 model: 8.5486 - all uncorr. unc.: 4.0051 AbsoluteMPFBias: 10.438 @@ -868,7 +840,6 @@ bins: SinglePionECAL: -0.79737 SinglePionHCAL: -0.16725 TimePtEta: 19.491 - Lumi: 9.7147 model: 3.2723 - all uncorr. unc.: 1.3451 AbsoluteMPFBias: 3.1605 @@ -898,7 +869,6 @@ bins: SinglePionECAL: -6.03390000e-02 SinglePionHCAL: 0.040338 TimePtEta: 5.9942 - Lumi: 2.8683 model: 1.1231 - all uncorr. unc.: 0.34801 AbsoluteMPFBias: 1.0507 @@ -928,7 +898,6 @@ bins: SinglePionECAL: 0.032637 SinglePionHCAL: 0.033337 TimePtEta: 2.0081 - Lumi: 0.93728 model: 0.40957 - all uncorr. unc.: 0.10156 AbsoluteMPFBias: 0.3664 @@ -958,7 +927,6 @@ bins: SinglePionECAL: 0.02755 SinglePionHCAL: 0.017533 TimePtEta: 0.70196 - Lumi: 0.3218 model: 0.1454 - all uncorr. unc.: 0.035971 AbsoluteMPFBias: 0.13814 @@ -988,7 +956,6 @@ bins: SinglePionECAL: 0.015926 SinglePionHCAL: 8.66750000e-03 TimePtEta: 0.26432 - Lumi: 0.11921 model: 0.044687 - all uncorr. unc.: 0.013709 AbsoluteMPFBias: 0.052391 @@ -1018,7 +985,6 @@ bins: SinglePionECAL: 7.90110000e-03 SinglePionHCAL: 4.03780000e-03 TimePtEta: 0.099852 - Lumi: 0.04425 model: 0.016471 - all uncorr. unc.: 4.88490000e-03 AbsoluteMPFBias: 0.02122 @@ -1048,7 +1014,6 @@ bins: SinglePionECAL: 3.85960000e-03 SinglePionHCAL: 1.93710000e-03 TimePtEta: 0.040209 - Lumi: 0.017449 model: 5.30620000e-03 - all uncorr. unc.: 0.001932 AbsoluteMPFBias: 8.65880000e-03 @@ -1078,7 +1043,6 @@ bins: SinglePionECAL: 1.80520000e-03 SinglePionHCAL: 9.14830000e-04 TimePtEta: 0.016293 - Lumi: 6.89070000e-03 model: 1.37330000e-03 - all uncorr. unc.: 8.55370000e-04 AbsoluteMPFBias: 0.003632 @@ -1108,7 +1072,6 @@ bins: SinglePionECAL: 8.36670000e-04 SinglePionHCAL: 4.35070000e-04 TimePtEta: 6.78240000e-03 - Lumi: 2.78110000e-03 model: 3.93230000e-04 - all uncorr. unc.: 4.02910000e-04 AbsoluteMPFBias: 0.001547 @@ -1138,7 +1101,6 @@ bins: SinglePionECAL: 3.83330000e-04 SinglePionHCAL: 2.07160000e-04 TimePtEta: 2.86630000e-03 - Lumi: 1.13310000e-03 model: 1.10100000e-04 - all uncorr. unc.: 2.02830000e-04 AbsoluteMPFBias: 6.53580000e-04 @@ -1168,7 +1130,6 @@ bins: SinglePionECAL: 1.70600000e-04 SinglePionHCAL: 9.66360000e-05 TimePtEta: 1.20180000e-03 - Lumi: 4.55380000e-04 model: 2.84310000e-06 - all uncorr. unc.: 1.11190000e-04 AbsoluteMPFBias: 2.79920000e-04 @@ -1198,7 +1159,6 @@ bins: SinglePionECAL: 7.56620000e-05 SinglePionHCAL: 4.51750000e-05 TimePtEta: 5.11020000e-04 - Lumi: 1.84620000e-04 model: -9.53740000e-06 - all uncorr. unc.: 6.30220000e-05 AbsoluteMPFBias: 1.15350000e-04 @@ -1228,7 +1188,6 @@ bins: SinglePionECAL: 3.18410000e-05 SinglePionHCAL: 2.01110000e-05 TimePtEta: 2.09230000e-04 - Lumi: 7.17150000e-05 model: -1.27290000e-05 - all uncorr. unc.: 3.64510000e-05 AbsoluteMPFBias: 4.71110000e-05 @@ -1258,7 +1217,6 @@ bins: SinglePionECAL: 1.31290000e-05 SinglePionHCAL: 8.79290000e-06 TimePtEta: 8.49680000e-05 - Lumi: 2.75090000e-05 model: -8.04070000e-06 - all uncorr. unc.: 2.07460000e-05 AbsoluteMPFBias: 1.88480000e-05 @@ -1288,7 +1246,6 @@ bins: SinglePionECAL: 5.25370000e-06 SinglePionHCAL: 3.73580000e-06 TimePtEta: 3.38320000e-05 - Lumi: 1.03060000e-05 model: -4.50720000e-06 - all uncorr. unc.: 1.15100000e-05 AbsoluteMPFBias: 6.71680000e-06 @@ -1318,7 +1275,6 @@ bins: SinglePionECAL: 1.85810000e-06 SinglePionHCAL: 1.40380000e-06 TimePtEta: 1.20100000e-05 - Lumi: 3.43020000e-06 model: -2.79860000e-06 - all uncorr. unc.: 6.32520000e-06 AbsoluteMPFBias: 2.50020000e-06 @@ -1348,7 +1304,6 @@ bins: SinglePionECAL: 6.82e-07 SinglePionHCAL: 5.47580000e-07 TimePtEta: 4.45720000e-06 - Lumi: 1.19010000e-06 model: -7.97540000e-07 - all uncorr. unc.: 3.43700000e-06 AbsoluteMPFBias: 8.76270000e-07 @@ -1378,7 +1333,6 @@ bins: SinglePionECAL: 2.34430000e-07 SinglePionHCAL: 1.99990000e-07 TimePtEta: 1.55880000e-06 - Lumi: 3.88160000e-07 model: -8.99540000e-07 - all uncorr. unc.: 1.70060000e-06 AbsoluteMPFBias: 1.57360000e-07 @@ -1408,7 +1362,6 @@ bins: SinglePionECAL: 4.11100000e-08 SinglePionHCAL: 3.72400000e-08 TimePtEta: 2.79570000e-07 - Lumi: 6.48100000e-08 model: -1.15590000e-07 - all uncorr. unc.: 68.891 AbsoluteMPFBias: 141.23 @@ -1438,7 +1391,6 @@ bins: SinglePionECAL: -39.868 SinglePionHCAL: -10.096 TimePtEta: 273.29 - Lumi: 147.96 model: 232.74 - all uncorr. unc.: 18.635 AbsoluteMPFBias: 32.8 @@ -1468,7 +1420,6 @@ bins: SinglePionECAL: -5.6784 SinglePionHCAL: -2.3004 TimePtEta: 62.151 - Lumi: 31.633 model: 0.80518 - all uncorr. unc.: 3.928 AbsoluteMPFBias: 9.1265 @@ -1498,7 +1449,6 @@ bins: SinglePionECAL: -0.85549 SinglePionHCAL: -0.36435 TimePtEta: 17.235 - Lumi: 8.3305 model: 2.4722 - all uncorr. unc.: 1.315 AbsoluteMPFBias: 2.7441 @@ -1528,7 +1478,6 @@ bins: SinglePionECAL: -8.34790000e-02 SinglePionHCAL: -1.71230000e-02 TimePtEta: 5.1873 - Lumi: 2.4377 model: 1.0072 - all uncorr. unc.: 0.34078 AbsoluteMPFBias: 0.88523 @@ -1558,7 +1507,6 @@ bins: SinglePionECAL: 0.025527 SinglePionHCAL: 0.020856 TimePtEta: 1.68 - Lumi: 0.77285 model: 0.37702 - all uncorr. unc.: 0.098705 AbsoluteMPFBias: 0.30698 @@ -1588,7 +1536,6 @@ bins: SinglePionECAL: 0.022489 SinglePionHCAL: 0.014589 TimePtEta: 0.58939 - Lumi: 0.26347 model: 0.12775 - all uncorr. unc.: 0.034199 AbsoluteMPFBias: 0.11169 @@ -1618,7 +1565,6 @@ bins: SinglePionECAL: 0.013048 SinglePionHCAL: 7.37310000e-03 TimePtEta: 0.2153 - Lumi: 0.093757 model: 0.037833 - all uncorr. unc.: 0.012786 AbsoluteMPFBias: 0.042089 @@ -1648,7 +1594,6 @@ bins: SinglePionECAL: 6.49920000e-03 SinglePionHCAL: 3.37370000e-03 TimePtEta: 0.08062 - Lumi: 0.034278 model: 0.0127 - all uncorr. unc.: 4.43960000e-03 AbsoluteMPFBias: 0.016497 @@ -1678,7 +1623,6 @@ bins: SinglePionECAL: 3.06590000e-03 SinglePionHCAL: 0.001534 TimePtEta: 0.031051 - Lumi: 0.012912 model: 2.88380000e-03 - all uncorr. unc.: 1.76480000e-03 AbsoluteMPFBias: 0.006543 @@ -1708,7 +1652,6 @@ bins: SinglePionECAL: 1.37990000e-03 SinglePionHCAL: 6.90280000e-04 TimePtEta: 0.011963 - Lumi: 4.87280000e-03 model: 5.60970000e-04 - all uncorr. unc.: 7.67470000e-04 AbsoluteMPFBias: 2.66130000e-03 @@ -1738,7 +1681,6 @@ bins: SinglePionECAL: 6.10680000e-04 SinglePionHCAL: 3.12390000e-04 TimePtEta: 4.67790000e-03 - Lumi: 1.86870000e-03 model: -5.19840000e-05 - all uncorr. unc.: 3.54090000e-04 AbsoluteMPFBias: 1.06340000e-03 @@ -1768,7 +1710,6 @@ bins: SinglePionECAL: 2.57480000e-04 SinglePionHCAL: 1.38010000e-04 TimePtEta: 0.00178 - Lumi: 6.98160000e-04 model: -5.12960000e-05 - all uncorr. unc.: 1.74020000e-04 AbsoluteMPFBias: 4.21650000e-04 @@ -1798,7 +1739,6 @@ bins: SinglePionECAL: 1.07510000e-04 SinglePionHCAL: 6.22200000e-05 TimePtEta: 6.69380000e-04 - Lumi: 2.56890000e-04 model: -5.39640000e-05 - all uncorr. unc.: 9.11660000e-05 AbsoluteMPFBias: 1.62490000e-04 @@ -1828,7 +1768,6 @@ bins: SinglePionECAL: 4.31250000e-05 SinglePionHCAL: 2.74430000e-05 TimePtEta: 2.48710000e-04 - Lumi: 9.13360000e-05 model: -1.68000000e-05 - all uncorr. unc.: 4.84490000e-05 AbsoluteMPFBias: 5.96170000e-05 @@ -1858,7 +1797,6 @@ bins: SinglePionECAL: 1.62610000e-05 SinglePionHCAL: 1.15510000e-05 TimePtEta: 8.79800000e-05 - Lumi: 3.07830000e-05 model: -7.46800000e-06 - all uncorr. unc.: 2.55260000e-05 AbsoluteMPFBias: 2.06230000e-05 @@ -1888,7 +1826,6 @@ bins: SinglePionECAL: 5.72440000e-06 SinglePionHCAL: 4.57730000e-06 TimePtEta: 2.93640000e-05 - Lumi: 9.75e-06 model: -6.09170000e-07 - all uncorr. unc.: 1.28790000e-05 AbsoluteMPFBias: 6.11850000e-06 @@ -1918,7 +1855,6 @@ bins: SinglePionECAL: 1.71500000e-06 SinglePionHCAL: 1.54910000e-06 TimePtEta: 8.41630000e-06 - Lumi: 2.64280000e-06 model: 9.47330000e-09 - all uncorr. unc.: 6.80160000e-06 AbsoluteMPFBias: 1.67660000e-06 @@ -1948,7 +1884,6 @@ bins: SinglePionECAL: 4.71740000e-07 SinglePionHCAL: 4.81320000e-07 TimePtEta: 2.23140000e-06 - Lumi: 6.60610000e-07 model: 3.34340000e-07 - all uncorr. unc.: 2.77370000e-06 AbsoluteMPFBias: 4.89430000e-07 @@ -1978,7 +1913,6 @@ bins: SinglePionECAL: 1.37580000e-07 SinglePionHCAL: 1.58210000e-07 TimePtEta: 6.31320000e-07 - Lumi: 1.75770000e-07 model: 2.39290000e-07 - all uncorr. unc.: 56.896 AbsoluteMPFBias: 125.27 @@ -2008,7 +1942,6 @@ bins: SinglePionECAL: -38.838 SinglePionHCAL: -11.093 TimePtEta: 238.48 - Lumi: 118.31 model: 162.88 - all uncorr. unc.: 14.83 AbsoluteMPFBias: 27.909 @@ -2038,7 +1971,6 @@ bins: SinglePionECAL: -4.9251 SinglePionHCAL: -1.9403 TimePtEta: 53.919 - Lumi: 25.034 model: 6.3666 - all uncorr. unc.: 3.0987 AbsoluteMPFBias: 7.4242 @@ -2068,7 +2000,6 @@ bins: SinglePionECAL: -0.73178 SinglePionHCAL: -0.2823 TimePtEta: 14.608 - Lumi: 6.4723 model: 1.2341 - all uncorr. unc.: 1.0081 AbsoluteMPFBias: 2.1081 @@ -2098,7 +2029,6 @@ bins: SinglePionECAL: -6.49410000e-02 SinglePionHCAL: -0.01097 TimePtEta: 4.2024 - Lumi: 1.8156 model: 0.49958 - all uncorr. unc.: 0.24102 AbsoluteMPFBias: 0.67605 @@ -2128,7 +2058,6 @@ bins: SinglePionECAL: 0.020514 SinglePionHCAL: 0.016459 TimePtEta: 1.355 - Lumi: 0.57368 model: 0.10495 - all uncorr. unc.: 0.063884 AbsoluteMPFBias: 0.22461 @@ -2158,7 +2087,6 @@ bins: SinglePionECAL: 0.017329 SinglePionHCAL: 0.010773 TimePtEta: 0.44872 - Lumi: 0.1855 model: 0.022834 - all uncorr. unc.: 0.020927 AbsoluteMPFBias: 0.079148 @@ -2188,7 +2116,6 @@ bins: SinglePionECAL: 9.42180000e-03 SinglePionHCAL: 5.22650000e-03 TimePtEta: 0.15622 - Lumi: 0.062533 model: -2.23340000e-03 - all uncorr. unc.: 7.48610000e-03 AbsoluteMPFBias: 0.028645 @@ -2218,7 +2145,6 @@ bins: SinglePionECAL: 4.45660000e-03 SinglePionHCAL: 2.29950000e-03 TimePtEta: 0.055443 - Lumi: 0.021268 model: -3.78780000e-03 - all uncorr. unc.: 2.39120000e-03 AbsoluteMPFBias: 0.010571 @@ -2248,7 +2174,6 @@ bins: SinglePionECAL: 1.97350000e-03 SinglePionHCAL: 9.93590000e-04 TimePtEta: 0.019949 - Lumi: 7.25310000e-03 model: -1.12780000e-03 - all uncorr. unc.: 8.30250000e-04 AbsoluteMPFBias: 3.84440000e-03 @@ -2278,7 +2203,6 @@ bins: SinglePionECAL: 8.16320000e-04 SinglePionHCAL: 4.12700000e-04 TimePtEta: 7.04740000e-03 - Lumi: 2.40280000e-03 model: -4.29730000e-04 - all uncorr. unc.: 3.34660000e-04 AbsoluteMPFBias: 1.37250000e-03 @@ -2308,7 +2232,6 @@ bins: SinglePionECAL: 3.19370000e-04 SinglePionHCAL: 1.66320000e-04 TimePtEta: 2.44110000e-03 - Lumi: 7.73480000e-04 model: 3.61120000e-05 - all uncorr. unc.: 1.41560000e-04 AbsoluteMPFBias: 4.64280000e-04 @@ -2338,7 +2261,6 @@ bins: SinglePionECAL: 1.15770000e-04 SinglePionHCAL: 6.37930000e-05 TimePtEta: 8.01230000e-04 - Lumi: 2.34110000e-04 model: 1.02570000e-04 - all uncorr. unc.: 6.23730000e-05 AbsoluteMPFBias: 1.44370000e-04 @@ -2368,7 +2290,6 @@ bins: SinglePionECAL: 3.89990000e-05 SinglePionHCAL: 2.27200000e-05 TimePtEta: 2.42070000e-04 - Lumi: 6.47940000e-05 model: 6.34290000e-05 - all uncorr. unc.: 2.85490000e-05 AbsoluteMPFBias: 4.04130000e-05 @@ -2398,7 +2319,6 @@ bins: SinglePionECAL: 1.17520000e-05 SinglePionHCAL: 7.27060000e-06 TimePtEta: 6.59840000e-05 - Lumi: 1.61060000e-05 model: 3.79440000e-05 - all uncorr. unc.: 1.25010000e-05 AbsoluteMPFBias: 9.09550000e-06 @@ -2428,7 +2348,6 @@ bins: SinglePionECAL: 2.77880000e-06 SinglePionHCAL: 1.82510000e-06 TimePtEta: 1.42190000e-05 - Lumi: 3.15520000e-06 model: 1.31070000e-05 - all uncorr. unc.: 5.13620000e-06 AbsoluteMPFBias: 2.00890000e-06 @@ -2458,5 +2377,4 @@ bins: SinglePionECAL: 6.38390000e-07 SinglePionHCAL: 4.43760000e-07 TimePtEta: 3.00680000e-06 - Lumi: 6.03280000e-07 model: 4.25330000e-06 diff --git a/nnpdf_data/nnpdf_data/commondata/H1_1JET_319GEV_290PB-1_DIF/filter.py b/nnpdf_data/nnpdf_data/commondata/H1_1JET_319GEV_290PB-1_DIF/filter.py index 530938b5c4..d6c758596a 100644 --- a/nnpdf_data/nnpdf_data/commondata/H1_1JET_319GEV_290PB-1_DIF/filter.py +++ b/nnpdf_data/nnpdf_data/commondata/H1_1JET_319GEV_290PB-1_DIF/filter.py @@ -6,6 +6,7 @@ from nnpdf_data.filter_utils.utils import percentage_to_absolute as pta from nnpdf_data.filter_utils.utils import prettify_float from nnpdf_data.filter_utils.utils import symmetrize_errors as se +from nnpdf_data.filter_utils.utils import uncert_skip_variant as usv yaml.add_representer(float, prettify_float) @@ -526,3 +527,5 @@ def processData(): processData() + +usv('uncertainties.yaml', 'uncertainties_wo-lumi.yaml', 'uncertainties_lumi.yaml', 'Lumi') diff --git a/nnpdf_data/nnpdf_data/commondata/H1_1JET_319GEV_290PB-1_DIF/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/H1_1JET_319GEV_290PB-1_DIF/metadata.yaml index cb9397eb33..ab2df6b31c 100644 --- a/nnpdf_data/nnpdf_data/commondata/H1_1JET_319GEV_290PB-1_DIF/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/H1_1JET_319GEV_290PB-1_DIF/metadata.yaml @@ -12,8 +12,8 @@ hepdata: url: "https://www.hepdata.net/record/ins1496981" version: 1 -version: 1 -version_comment: "NA" +version: 2 +version_comment: "Separated luminosity uncertainty" implemented_observables: @@ -30,7 +30,8 @@ implemented_observables: file: kinematics.yaml data_central: data.yaml data_uncertainties: - - uncertainties.yaml + - uncertainties_wo-lumi.yaml + - uncertainties_lumi.yaml kinematic_coverage: [pT, Q2, sqrts] plotting: kinematics_override: identity @@ -51,6 +52,10 @@ implemented_observables: - H1_1JET_319GEV_290PB-1_DIF_PTQ2_BIN7 - H1_1JET_319GEV_290PB-1_DIF_PTQ2_BIN8 operation: 'null' + variants: + wo-lumi: + data_uncertainties: + - uncertainties_wo-lumi.yaml - observable: {description: "normalized double differential cross section w.r.t. q^2 and pT", label: '$\frac{1}{\sigma}\frac{d^2\sigma}{dq^{2}dpT}$', units: "$1/GeV^3$"} observable_name: PTQ2-NORM diff --git a/nnpdf_data/nnpdf_data/commondata/H1_1JET_319GEV_290PB-1_DIF/uncertainties_lumi.yaml b/nnpdf_data/nnpdf_data/commondata/H1_1JET_319GEV_290PB-1_DIF/uncertainties_lumi.yaml new file mode 100644 index 0000000000..6b4e154afa --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/H1_1JET_319GEV_290PB-1_DIF/uncertainties_lumi.yaml @@ -0,0 +1,54 @@ +definitions: + Lumi: + description: luminosity + treatment: MULT + type: CORR +bins: +- Lumi: 37.5 +- Lumi: 10.95 +- Lumi: 2.65 +- Lumi: 0.4525 +- Lumi: 0.054 +- Lumi: 0.00815 +- Lumi: 27.0 +- Lumi: 9.025 +- Lumi: 2.12 +- Lumi: 0.3175 +- Lumi: 0.039 +- Lumi: 0.006275 +- Lumi: 26.5 +- Lumi: 8.95 +- Lumi: 2.26 +- Lumi: 0.3725 +- Lumi: 0.0595 +- Lumi: 0.0112 +- Lumi: 18.525 +- Lumi: 6.95 +- Lumi: 1.7825 +- Lumi: 0.3325 +- Lumi: 0.04425 +- Lumi: 0.006375 +- Lumi: 13.975 +- Lumi: 5.75 +- Lumi: 1.5775 +- Lumi: 0.2625 +- Lumi: 0.04525 +- Lumi: 0.01015 +- Lumi: 13.4 +- Lumi: 6.075 +- Lumi: 1.64 +- Lumi: 0.3225 +- Lumi: 0.03875 +- Lumi: 0.0058 +- Lumi: 9.7 +- Lumi: 4.9 +- Lumi: 1.49 +- Lumi: 0.315 +- Lumi: 0.05675 +- Lumi: 0.0093 +- Lumi: 6.9 +- Lumi: 3.05 +- Lumi: 0.96 +- Lumi: 0.23425 +- Lumi: 0.024975 +- Lumi: 0.00425 diff --git a/nnpdf_data/nnpdf_data/commondata/H1_1JET_319GEV_290PB-1_DIF/uncertainties.yaml b/nnpdf_data/nnpdf_data/commondata/H1_1JET_319GEV_290PB-1_DIF/uncertainties_wo-lumi.yaml similarity index 98% rename from nnpdf_data/nnpdf_data/commondata/H1_1JET_319GEV_290PB-1_DIF/uncertainties.yaml rename to nnpdf_data/nnpdf_data/commondata/H1_1JET_319GEV_290PB-1_DIF/uncertainties_wo-lumi.yaml index 598b022e3d..8754f5ce3d 100644 --- a/nnpdf_data/nnpdf_data/commondata/H1_1JET_319GEV_290PB-1_DIF/uncertainties.yaml +++ b/nnpdf_data/nnpdf_data/commondata/H1_1JET_319GEV_290PB-1_DIF/uncertainties_wo-lumi.yaml @@ -43,10 +43,6 @@ definitions: description: electron theta uncertainty treatment: MULT type: CORR - Lumi: - description: luminosity - treatment: MULT - type: CORR LArN: description: lar noise treatment: MULT @@ -449,9 +445,8 @@ bins: RCES: 5.35672241e+01 ElEn: 7.74318249e+00 ElTh: 9.70025773e+00 - Lumi: 37.5 LArN: 7.5 - StatMC: 1.89000000e+01 + StatMC: 18.9 RadErr: 6.3 Model_1: 7.00035713e+00 Model_2: 7.00035713e+00 @@ -560,10 +555,9 @@ bins: RCES: 2.91180740e+01 ElEn: 2.37975521e+00 ElTh: 1.65906051e+00 - Lumi: 1.09500000e+01 LArN: 2.19 - StatMC: 5.82540000e+00 - RadErr: 3.50400000e+00 + StatMC: 5.8254 + RadErr: 3.504 Model_1: 9.22944055e+00 Model_2: 9.22944055e+00 ModelRW_1: 7.71184798e+00 @@ -671,10 +665,9 @@ bins: RCES: 9.77889498e-01 ElEn: 4.14485754e-01 ElTh: 2.39557655e-01 - Lumi: 2.65 LArN: 0.53 - StatMC: 1.40980000e+00 - RadErr: 9.64600000e-01 + StatMC: 1.4098 + RadErr: 0.9646 Model_1: 3.68770329e+00 Model_2: 3.68770329e+00 ModelRW_1: 2.51843151e+00 @@ -778,13 +771,12 @@ bins: ArtUnc_95: 4.16727039e-08 ArtUnc_96: -2.88808540e-07 - stat: 0 - Uncorr: 1.81000000e-01 + Uncorr: 0.181 RCES: 1.49768614e-01 ElEn: 4.95027555e-02 ElTh: 8.10417268e-02 - Lumi: 0.4525 - LArN: 9.05000000e-02 - StatMC: 4.32590000e-01 + LArN: 0.0905 + StatMC: 0.43259 RadErr: 0.15928 Model_1: 5.41382165e-01 Model_2: 5.41382165e-01 @@ -893,10 +885,9 @@ bins: RCES: 5.57936822e-02 ElEn: 1.37766690e-02 ElTh: 1.91214907e-02 - Lumi: 5.40000000e-02 LArN: 0.0108 StatMC: 0.135432 - RadErr: 3.21840000e-02 + RadErr: 0.032184 Model_1: 9.89723219e-02 Model_2: 9.89723219e-02 ModelRW_1: 9.30156544e-02 @@ -1000,12 +991,11 @@ bins: ArtUnc_95: -1.25953037e-04 ArtUnc_96: 1.39685450e-06 - stat: 0 - Uncorr: 3.26000000e-03 + Uncorr: 0.00326 RCES: 8.55479843e-03 ElEn: 1.02338561e-02 ElTh: 3.83167897e-03 - Lumi: 8.15000000e-03 - LArN: 1.63000000e-03 + LArN: 0.00163 StatMC: 4.64224000e-02 RadErr: 8.73680000e-03 Model_1: 2.77542240e-02 @@ -1115,14 +1105,13 @@ bins: RCES: 4.54002250e+01 ElEn: 2.31382281e+00 ElTh: 6.11703458e+00 - Lumi: 27.0 LArN: 5.4 StatMC: 12.42 RadErr: 4.644 Model_1: 5.04789389e+01 Model_2: 5.04789389e+01 - ModelRW_1: 3.52818000e+01 - ModelRW_2: 3.52818000e+01 + ModelRW_1: 35.2818 + ModelRW_2: 35.2818 JES_1: 5.73926267e+00 JES_2: 5.73926267e+00 ArtUnc_1: 2.85346195e+01 @@ -1226,10 +1215,9 @@ bins: RCES: 1.35855361e+01 ElEn: 9.15225780e-01 ElTh: 2.63820371e+00 - Lumi: 9.025 LArN: 1.805 - StatMC: 3.89880000e+00 - RadErr: 1.01080000e+00 + StatMC: 3.8988 + RadErr: 1.0108 Model_1: 1.52393532e+01 Model_2: 1.52393532e+01 ModelRW_1: 6.33058559e+00 @@ -1337,10 +1325,9 @@ bins: RCES: 7.46179770e-01 ElEn: 2.65194968e-01 ElTh: 6.96741798e-01 - Lumi: 2.12 LArN: 0.424 - StatMC: 9.92160000e-01 - RadErr: 6.19040000e-01 + StatMC: 0.99216 + RadErr: 0.61904 Model_1: 2.91418504e+00 Model_2: 2.91418504e+00 ModelRW_1: 6.95566799e-01 @@ -1448,7 +1435,6 @@ bins: RCES: 1.24322232e-01 ElEn: 6.12503502e-02 ElTh: 4.46626698e-02 - Lumi: 0.3175 LArN: 0.0635 StatMC: 0.28575 RadErr: 0.07239 @@ -1555,12 +1541,11 @@ bins: ArtUnc_95: 5.41580372e-06 ArtUnc_96: 8.09960638e-06 - stat: 0 - Uncorr: 1.56000000e-02 + Uncorr: 0.0156 RCES: 2.28139000e-02 ElEn: 6.04010163e-02 ElTh: 5.05817220e-02 - Lumi: 3.90000000e-02 - LArN: 7.80000000e-03 + LArN: 0.0078 StatMC: 0.112476 RadErr: 0.019656 Model_1: 2.15101883e-02 @@ -1670,7 +1655,6 @@ bins: RCES: 1.19774809e-02 ElEn: 8.93771492e-03 ElTh: 7.32928596e-03 - Lumi: 6.27500000e-03 LArN: 0.001255 StatMC: 3.31571000e-02 RadErr: 6.87740000e-03 @@ -1781,7 +1765,6 @@ bins: RCES: 3.38259603e+01 ElEn: 3.55179096e+00 ElTh: 6.21231446e+00 - Lumi: 26.5 LArN: 5.3 StatMC: 10.176 RadErr: 1.696 @@ -1892,10 +1875,9 @@ bins: RCES: 1.64101026e+01 ElEn: 7.78598562e-01 ElTh: 1.67945504e+00 - Lumi: 8.95000000e+00 LArN: 1.79 - StatMC: 3.25780000e+00 - RadErr: 2.21960000e+00 + StatMC: 3.2578 + RadErr: 2.2196 Model_1: 1.13155470e+01 Model_2: 1.13155470e+01 ModelRW_1: 1.49101950e+01 @@ -2003,9 +1985,8 @@ bins: RCES: 6.86489648e-01 ElEn: 1.13180656e-01 ElTh: 4.14067527e-01 - Lumi: 2.26000000e+00 LArN: 0.452 - StatMC: 8.67840000e-01 + StatMC: 0.86784 RadErr: 0.70512 Model_1: 3.15137693e+00 Model_2: 3.15137693e+00 @@ -2114,7 +2095,6 @@ bins: RCES: 7.17988315e-02 ElEn: 2.23996116e-02 ElTh: 1.14028815e-01 - Lumi: 0.3725 LArN: 0.0745 StatMC: 0.24883 RadErr: 0.11026 @@ -2221,13 +2201,12 @@ bins: ArtUnc_95: 5.41580372e-06 ArtUnc_96: 8.09960638e-06 - stat: 0 - Uncorr: 2.38000000e-02 + Uncorr: 0.0238 RCES: 2.97319065e-02 ElEn: 1.79402120e-02 ElTh: 1.20089810e-02 - Lumi: 0.0595 - LArN: 1.19000000e-02 - StatMC: 1.23046000e-01 + LArN: 0.0119 + StatMC: 0.123046 RadErr: 0.029274 Model_1: 1.48433027e-01 Model_2: 1.48433027e-01 @@ -2332,12 +2311,11 @@ bins: ArtUnc_95: -1.25953037e-04 ArtUnc_96: 1.39685450e-06 - stat: 0 - Uncorr: 4.48000000e-03 + Uncorr: 0.00448 RCES: 1.04245230e-02 ElEn: 6.49503441e-03 ElTh: 7.70673945e-03 - Lumi: 1.12000000e-02 - LArN: 2.24000000e-03 + LArN: 0.00224 StatMC: 3.21664000e-02 RadErr: 2.34304000e-02 Model_1: 3.95663014e-02 @@ -2447,7 +2425,6 @@ bins: RCES: 2.63896671e+01 ElEn: 5.40066503e+00 ElTh: 1.24655494e+00 - Lumi: 1.85250000e+01 LArN: 3.705 StatMC: 8.5215 RadErr: 1.1856 @@ -2554,20 +2531,19 @@ bins: ArtUnc_95: -6.97966988e-09 ArtUnc_96: 1.54375345e-10 - stat: 0 - Uncorr: 2.78000000e+00 + Uncorr: 2.78 RCES: 9.37576380e+00 ElEn: 1.65334058e+00 ElTh: 1.35416251e+00 - Lumi: 6.95 - LArN: 1.39000000e+00 - StatMC: 2.55760000e+00 + LArN: 1.39 + StatMC: 2.5576 RadErr: 1.3344 Model_1: 7.03740953e+00 Model_2: 7.03740953e+00 ModelRW_1: 3.91185613e+00 ModelRW_2: 3.91185613e+00 - JES_1: 1.30827100e+01 - JES_2: 1.30827100e+01 + JES_1: 13.08271 + JES_2: 13.08271 ArtUnc_1: 2.29707613e+00 ArtUnc_2: -1.08920339e+00 ArtUnc_3: -4.62664379e-01 @@ -2669,10 +2645,9 @@ bins: RCES: 4.04089251e-01 ElEn: 3.31583331e-01 ElTh: 2.05506094e-01 - Lumi: 1.7825 LArN: 0.3565 StatMC: 0.67735 - RadErr: 3.27980000e-01 + RadErr: 0.32798 Model_1: 9.02459172e-01 Model_2: 9.02459172e-01 ModelRW_1: 6.05000562e-02 @@ -2780,7 +2755,6 @@ bins: RCES: 3.29225375e-02 ElEn: 3.40321506e-02 ElTh: 3.39280367e-02 - Lumi: 0.3325 LArN: 0.0665 StatMC: 0.22078 RadErr: 0.30058 @@ -2891,10 +2865,9 @@ bins: RCES: 2.15395256e-02 ElEn: 2.80904911e-02 ElTh: 1.49716787e-02 - Lumi: 0.04425 LArN: 0.00885 StatMC: 0.086199 - RadErr: 4.17720000e-02 + RadErr: 0.041772 Model_1: 1.59451165e-01 Model_2: 1.59451165e-01 ModelRW_1: 9.73728464e-02 @@ -3002,7 +2975,6 @@ bins: RCES: 2.34138745e-03 ElEn: 8.45131709e-03 ElTh: 5.19904604e-03 - Lumi: 0.006375 LArN: 0.001275 StatMC: 2.93505000e-02 RadErr: 0.008007 @@ -3113,7 +3085,6 @@ bins: RCES: 2.22487618e+01 ElEn: 1.58503856e+00 ElTh: 2.94524576e+00 - Lumi: 13.975 LArN: 2.795 StatMC: 6.3167 RadErr: 1.7888 @@ -3220,14 +3191,13 @@ bins: ArtUnc_95: -6.97966988e-09 ArtUnc_96: 1.54375345e-10 - stat: 0 - Uncorr: 2.30000000e+00 + Uncorr: 2.3 RCES: 8.23421683e+00 ElEn: 8.50922294e-01 ElTh: 7.61695970e-01 - Lumi: 5.75 - LArN: 1.15000000e+00 + LArN: 1.15 StatMC: 2.185 - RadErr: 6.90000000e-01 + RadErr: 0.69 Model_1: 4.43992348e+00 Model_2: 4.43992348e+00 ModelRW_1: 6.44032856e+00 @@ -3335,10 +3305,9 @@ bins: RCES: 5.88963380e-01 ElEn: 9.79067213e-02 ElTh: 2.23715976e-01 - Lumi: 1.57750000e+00 LArN: 0.3155 StatMC: 0.59945 - RadErr: 4.41700000e-01 + RadErr: 0.4417 Model_1: 2.23538374e+00 Model_2: 2.23538374e+00 ModelRW_1: 2.01229155e+00 @@ -3446,10 +3415,9 @@ bins: RCES: 1.52369436e-01 ElEn: 4.70131564e-02 ElTh: 5.16398284e-02 - Lumi: 0.2625 LArN: 0.0525 - StatMC: 2.14200000e-01 - RadErr: 7.03500000e-02 + StatMC: 0.2142 + RadErr: 0.07035 Model_1: 2.95499924e-01 Model_2: 2.95499924e-01 ModelRW_1: 3.51184583e-01 @@ -3557,7 +3525,6 @@ bins: RCES: 2.77837948e-02 ElEn: 2.86030114e-02 ElTh: 1.14141275e-02 - Lumi: 4.52500000e-02 LArN: 0.00905 StatMC: 0.086699 RadErr: 0.032037 @@ -3668,7 +3635,6 @@ bins: RCES: 2.40766900e-03 ElEn: 8.79521952e-03 ElTh: 4.88028213e-03 - Lumi: 1.01500000e-02 LArN: 0.00203 StatMC: 0.034307 RadErr: 2.52938000e-02 @@ -3779,7 +3745,6 @@ bins: RCES: 1.66067471e+01 ElEn: 2.45201693e+00 ElTh: 5.10608578e-01 - Lumi: 13.4 LArN: 2.68 StatMC: 5.4672 RadErr: 1.34 @@ -3890,7 +3855,6 @@ bins: RCES: 6.88046250e+00 ElEn: 8.43878510e-01 ElTh: 5.78115335e-01 - Lumi: 6.075 LArN: 1.215 StatMC: 1.9926 RadErr: 0.3159 @@ -3997,14 +3961,13 @@ bins: ArtUnc_95: 3.96949352e-08 ArtUnc_96: 4.00108354e-09 - stat: 0 - Uncorr: 6.56000000e-01 + Uncorr: 0.656 RCES: 3.80522411e-01 - ElEn: 1.44320000e-01 + ElEn: 0.14432 ElTh: 2.17248937e-01 - Lumi: 1.64000000e+00 - LArN: 3.28000000e-01 + LArN: 0.328 StatMC: 0.55104 - RadErr: 2.36160000e-01 + RadErr: 0.23616 Model_1: 1.51219028e+00 Model_2: 1.51219028e+00 ModelRW_1: 1.70701234e+00 @@ -4112,10 +4075,9 @@ bins: RCES: 7.94659894e-02 ElEn: 4.24525653e-02 ElTh: 3.56271284e-02 - Lumi: 0.3225 LArN: 0.0645 - StatMC: 2.03820000e-01 - RadErr: 1.08360000e-01 + StatMC: 0.20382 + RadErr: 0.10836 Model_1: 5.54597991e-01 Model_2: 5.54597991e-01 ModelRW_1: 4.89834081e-01 @@ -4219,12 +4181,11 @@ bins: ArtUnc_95: 5.41580372e-06 ArtUnc_96: 8.09960638e-06 - stat: 0 - Uncorr: 1.55000000e-02 + Uncorr: 0.0155 RCES: 1.46806767e-02 ElEn: 1.98702504e-02 ElTh: 1.56933194e-02 - Lumi: 0.03875 - LArN: 7.75000000e-03 + LArN: 0.00775 StatMC: 0.077965 RadErr: 0.02635 Model_1: 1.37769150e-01 @@ -4334,7 +4295,6 @@ bins: RCES: 1.38353089e-02 ElEn: 1.28488368e-02 ElTh: 6.26567533e-03 - Lumi: 5.80000000e-03 LArN: 0.00116 StatMC: 5.48912000e-02 RadErr: 0.00986 @@ -4445,7 +4405,6 @@ bins: RCES: 1.43463885e+01 ElEn: 0.4656 ElTh: 9.00795293e-01 - Lumi: 9.70000000e+00 LArN: 1.94 StatMC: 4.5008 RadErr: 1.6684 @@ -4556,10 +4515,9 @@ bins: RCES: 4.76770755e+00 ElEn: 2.84537730e-01 ElTh: 3.46620888e-01 - Lumi: 4.9 LArN: 0.98 - StatMC: 1.62680000e+00 - RadErr: 2.74400000e-01 + StatMC: 1.6268 + RadErr: 0.2744 Model_1: 5.22495343e+00 Model_2: 5.22495343e+00 ModelRW_1: 6.50000838e+00 @@ -4667,10 +4625,9 @@ bins: RCES: 2.62696761e-01 ElEn: 1.68890038e-01 ElTh: 1.16791671e-01 - Lumi: 1.49 LArN: 0.298 StatMC: 0.48276 - RadErr: 1.60920000e-01 + RadErr: 0.16092 Model_1: 5.31008908e-01 Model_2: 5.31008908e-01 ModelRW_1: 1.01987425e+00 @@ -4778,9 +4735,8 @@ bins: RCES: 3.65345686e-02 ElEn: 4.53381197e-02 ElTh: 2.17144468e-02 - Lumi: 0.315 LArN: 0.063 - StatMC: 1.76400000e-01 + StatMC: 0.1764 RadErr: 0.1827 Model_1: 4.43695363e-01 Model_2: 4.43695363e-01 @@ -4889,9 +4845,8 @@ bins: RCES: 9.16683788e-03 ElEn: 2.65269679e-02 ElTh: 1.39508076e-02 - Lumi: 0.05675 LArN: 0.01135 - StatMC: 8.26280000e-02 + StatMC: 0.082628 RadErr: 0.033823 Model_1: 5.50560411e-02 Model_2: 5.50560411e-02 @@ -5000,7 +4955,6 @@ bins: RCES: 9.75908164e-03 ElEn: 1.41558953e-02 ElTh: 7.24865649e-03 - Lumi: 0.0093 LArN: 0.00186 StatMC: 2.81604000e-02 RadErr: 1.52892000e-02 @@ -5107,14 +5061,13 @@ bins: ArtUnc_95: 8.65367376e-04 ArtUnc_96: 1.04560049e-03 - stat: 0 - Uncorr: 2.76000000e+00 + Uncorr: 2.76 RCES: 1.09496804e+01 ElEn: 1.52250966e+00 ElTh: 7.26435985e-01 - Lumi: 6.9 - LArN: 1.38000000e+00 + LArN: 1.38 StatMC: 3.9468 - RadErr: 1.49040000e+00 + RadErr: 1.4904 Model_1: 2.14677619e-01 Model_2: 2.14677619e-01 ModelRW_1: 1.31148509e+01 @@ -5222,9 +5175,8 @@ bins: RCES: 3.79770931e-01 ElEn: 6.61139826e-01 ElTh: 4.94212950e-01 - Lumi: 3.05000000e+00 LArN: 0.61 - StatMC: 1.52500000e+00 + StatMC: 1.525 RadErr: 0.5368 Model_1: 1.19911168e+00 Model_2: 1.19911168e+00 @@ -5333,7 +5285,6 @@ bins: RCES: 3.74488605e-01 ElEn: 1.54509308e-01 ElTh: 1.09692341e-01 - Lumi: 0.96 LArN: 0.192 StatMC: 0.48384 RadErr: 0.1536 @@ -5440,12 +5391,11 @@ bins: ArtUnc_95: 4.16727039e-08 ArtUnc_96: -2.88808540e-07 - stat: 0 - Uncorr: 9.37000000e-02 + Uncorr: 0.0937 RCES: 9.75920474e-02 ElEn: 3.22687346e-02 ElTh: 3.26306130e-02 - Lumi: 2.34250000e-01 - LArN: 4.68500000e-02 + LArN: 0.04685 StatMC: 0.185526 RadErr: 0.069338 Model_1: 1.45762992e-02 @@ -5555,7 +5505,6 @@ bins: RCES: 3.27544054e-04 ElEn: 2.21696985e-02 ElTh: 9.87482571e-03 - Lumi: 0.024975 LArN: 0.004995 StatMC: 1.03696200e-01 RadErr: 2.78721000e-02 @@ -5662,14 +5611,13 @@ bins: ArtUnc_95: -1.25953037e-04 ArtUnc_96: 1.39685450e-06 - stat: 0 - Uncorr: 1.70000000e-03 + Uncorr: 0.0017 RCES: 9.91064643e-03 ElEn: 8.42617137e-03 ElTh: 4.26723705e-03 - Lumi: 0.00425 - LArN: 8.50000000e-04 + LArN: 0.00085 StatMC: 0.03196 - RadErr: 6.10300000e-03 + RadErr: 0.006103 Model_1: 2.95712056e-03 Model_2: 2.95712056e-03 ModelRW_1: 1.58494472e-02 diff --git a/nnpdf_data/nnpdf_data/commondata/H1_1JET_319GEV_351PB-1_DIF/filter.py b/nnpdf_data/nnpdf_data/commondata/H1_1JET_319GEV_351PB-1_DIF/filter.py index 8e3f74ecc7..e7c020adca 100644 --- a/nnpdf_data/nnpdf_data/commondata/H1_1JET_319GEV_351PB-1_DIF/filter.py +++ b/nnpdf_data/nnpdf_data/commondata/H1_1JET_319GEV_351PB-1_DIF/filter.py @@ -5,6 +5,7 @@ from nnpdf_data.filter_utils.utils import prettify_float yaml.add_representer(float, prettify_float) +from nnpdf_data.filter_utils.utils import uncert_skip_variant as usv def processData(): @@ -140,3 +141,5 @@ def processData(): processData() + +usv('uncertainties.yaml', 'uncertainties_wo-lumi.yaml', 'uncertainties_lumi.yaml', 'Syst_10') diff --git a/nnpdf_data/nnpdf_data/commondata/H1_1JET_319GEV_351PB-1_DIF/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/H1_1JET_319GEV_351PB-1_DIF/metadata.yaml index 4a3cbb8889..68174addff 100644 --- a/nnpdf_data/nnpdf_data/commondata/H1_1JET_319GEV_351PB-1_DIF/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/H1_1JET_319GEV_351PB-1_DIF/metadata.yaml @@ -12,8 +12,8 @@ hepdata: url: "https://www.hepdata.net/record/ins1301218" version: 1 -version: 1 -version_comment: 'NA' +version: 2 +version_comment: "Separated luminosity uncertainty" implemented_observables: @@ -30,7 +30,8 @@ implemented_observables: file: kinematics.yaml data_central: data.yaml data_uncertainties: - - uncertainties.yaml + - uncertainties_wo-lumi.yaml + - uncertainties_lumi.yaml kinematic_coverage: [pT, Q2, sqrts] plotting: kinematics_override: identity @@ -49,6 +50,10 @@ implemented_observables: - H1_1JET_319GEV_351PB-1_DIF_PTQ2_BIN5 - H1_1JET_319GEV_351PB-1_DIF_PTQ2_BIN6 operation: 'null' + variants: + wo-lumi: + data_uncertainties: + - uncertainties_wo-lumi.yaml - observable: {description: "normalized double differential cross section w.r.t. q^2 and pT", label: '$\frac{1}{\sigma}\frac{d^2\sigma}{dq^{2}dpT}$', units: "$1/GeV^3$"} observable_name: PTQ2-NORM diff --git a/nnpdf_data/nnpdf_data/commondata/H1_1JET_319GEV_351PB-1_DIF/uncertainties_lumi.yaml b/nnpdf_data/nnpdf_data/commondata/H1_1JET_319GEV_351PB-1_DIF/uncertainties_lumi.yaml new file mode 100644 index 0000000000..6b55085e82 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/H1_1JET_319GEV_351PB-1_DIF/uncertainties_lumi.yaml @@ -0,0 +1,30 @@ +definitions: + Syst_10: + description: norm + treatment: MULT + type: CORR +bins: +- Syst_10: 2.04228610e+00 +- Syst_10: 8.97651725e-01 +- Syst_10: 2.34381162e-01 +- Syst_10: 2.64625408e-02 +- Syst_10: 1.59317499e+00 +- Syst_10: 0.7772 +- Syst_10: 2.03391391e-01 +- Syst_10: 2.47943482e-02 +- Syst_10: 1.51077354e+00 +- Syst_10: 8.07813408e-01 +- Syst_10: 2.01900022e-01 +- Syst_10: 2.52386817e-02 +- Syst_10: 1.41449169e+00 +- Syst_10: 0.7801 +- Syst_10: 2.30549769e-01 +- Syst_10: 2.48281222e-02 +- Syst_10: 1.25569906e+00 +- Syst_10: 8.27326707e-01 +- Syst_10: 3.10299922e-01 +- Syst_10: 5.92783644e-02 +- Syst_10: 7.45704696e-02 +- Syst_10: 5.10676546e-02 +- Syst_10: 1.94589757e-02 +- Syst_10: 8.94752488e-03 diff --git a/nnpdf_data/nnpdf_data/commondata/H1_1JET_319GEV_351PB-1_DIF/uncertainties.yaml b/nnpdf_data/nnpdf_data/commondata/H1_1JET_319GEV_351PB-1_DIF/uncertainties_wo-lumi.yaml similarity index 98% rename from nnpdf_data/nnpdf_data/commondata/H1_1JET_319GEV_351PB-1_DIF/uncertainties.yaml rename to nnpdf_data/nnpdf_data/commondata/H1_1JET_319GEV_351PB-1_DIF/uncertainties_wo-lumi.yaml index 9752ba20b8..58342fa956 100644 --- a/nnpdf_data/nnpdf_data/commondata/H1_1JET_319GEV_351PB-1_DIF/uncertainties.yaml +++ b/nnpdf_data/nnpdf_data/commondata/H1_1JET_319GEV_351PB-1_DIF/uncertainties_wo-lumi.yaml @@ -35,10 +35,6 @@ definitions: description: lar noise treatment: MULT type: CORR - Syst_10: - description: norm - treatment: MULT - type: CORR ArtUnc_1: description: artificial uncertainty 1 treatment: ADD @@ -241,7 +237,6 @@ bins: Syst_7: 2.51588554e-01 Syst_8: 3.52118294e-01 Syst_9: 3.52118294e-01 - Syst_10: 2.04228610e+00 ArtUnc_1: -1.75415889e+00 ArtUnc_2: 5.37439409e-01 ArtUnc_3: -3.28618488e-01 @@ -299,7 +294,6 @@ bins: Syst_7: 8.04598021e-02 Syst_8: 1.54767539e-01 Syst_9: 1.54767539e-01 - Syst_10: 8.97651725e-01 ArtUnc_1: 4.03519469e-01 ArtUnc_2: -1.01951228e-01 ArtUnc_3: 5.67637115e-02 @@ -357,7 +351,6 @@ bins: Syst_7: 8.08210903e-03 Syst_8: 4.04105452e-02 Syst_9: 4.04105452e-02 - Syst_10: 2.34381162e-01 ArtUnc_1: 5.38716288e-02 ArtUnc_2: -1.89146517e-02 ArtUnc_3: 1.19744985e-02 @@ -415,7 +408,6 @@ bins: Syst_7: 1.99173832e-03 Syst_8: 4.56250704e-03 Syst_9: 4.56250704e-03 - Syst_10: 2.64625408e-02 ArtUnc_1: 2.21127447e-03 ArtUnc_2: -9.32116850e-04 ArtUnc_3: 6.35059498e-04 @@ -473,7 +465,6 @@ bins: Syst_7: 1.96066538e-01 Syst_8: 2.74685342e-01 Syst_9: 2.74685342e-01 - Syst_10: 1.59317499e+00 ArtUnc_1: 7.66629422e-01 ArtUnc_2: 8.85127132e-01 ArtUnc_3: -8.00503342e-01 @@ -531,7 +522,6 @@ bins: Syst_7: 0.0804 Syst_8: 0.134 Syst_9: 0.134 - Syst_10: 0.7772 ArtUnc_1: -1.67701326e-01 ArtUnc_2: -2.32931791e-01 ArtUnc_3: 1.91750382e-01 @@ -589,7 +579,6 @@ bins: Syst_7: 2.50557186e-02 Syst_8: 3.50674812e-02 Syst_9: 3.50674812e-02 - Syst_10: 2.03391391e-01 ArtUnc_1: -2.06315728e-02 ArtUnc_2: -2.60300241e-02 ArtUnc_3: 2.40081233e-02 @@ -647,7 +636,6 @@ bins: Syst_7: 2.56493257e-03 Syst_8: 4.27488762e-03 Syst_9: 4.27488762e-03 - Syst_10: 2.47943482e-02 ArtUnc_1: -7.82668978e-04 ArtUnc_2: -1.18768414e-03 ArtUnc_3: 1.20072470e-03 @@ -705,7 +693,6 @@ bins: Syst_7: 1.56286917e-01 Syst_8: 2.60478196e-01 Syst_9: 2.60478196e-01 - Syst_10: 1.51077354e+00 ArtUnc_1: -2.09978069e-01 ArtUnc_2: -1.10338532e+00 ArtUnc_3: -6.92843971e-02 @@ -763,7 +750,6 @@ bins: Syst_7: 7.23348946e-02 Syst_8: 1.11422539e-01 Syst_9: 1.39278174e-01 - Syst_10: 8.07813408e-01 ArtUnc_1: 5.42422612e-02 ArtUnc_2: 3.22035900e-01 ArtUnc_3: 3.57032219e-02 @@ -821,7 +807,6 @@ bins: Syst_7: 1.81151604e-02 Syst_8: 2.78482788e-02 Syst_9: 3.48103485e-02 - Syst_10: 2.01900022e-01 ArtUnc_1: 6.66984215e-03 ArtUnc_2: 3.96440019e-02 ArtUnc_3: 2.82391491e-03 @@ -879,7 +864,6 @@ bins: Syst_7: 2.84919352e-03 Syst_8: 3.48119748e-03 Syst_9: 4.35149685e-03 - Syst_10: 2.52386817e-02 ArtUnc_1: 1.78421699e-04 ArtUnc_2: 1.23884814e-03 ArtUnc_3: 6.66361140e-05 @@ -937,7 +921,6 @@ bins: Syst_7: 9.75511512e-02 Syst_8: 1.95102302e-01 Syst_9: 2.43877878e-01 - Syst_10: 1.41449169e+00 ArtUnc_1: 1.61966117e-02 ArtUnc_2: 6.08422291e-01 ArtUnc_3: 1.17830332e+00 @@ -995,7 +978,6 @@ bins: Syst_7: 0.0269 Syst_8: 0.1076 Syst_9: 0.1345 - Syst_10: 0.7801 ArtUnc_1: -5.67511840e-03 ArtUnc_2: -1.68945067e-01 ArtUnc_3: -3.31105004e-01 @@ -1053,7 +1035,6 @@ bins: Syst_7: 7.94999205e-03 Syst_8: 2.38499762e-02 Syst_9: 3.97499603e-02 - Syst_10: 2.30549769e-01 ArtUnc_1: -7.90054524e-04 ArtUnc_2: -2.14331491e-02 ArtUnc_3: -3.92286268e-02 @@ -1111,7 +1092,6 @@ bins: Syst_7: 8.56142144e-04 Syst_8: 1.71228429e-03 Syst_9: 4.28071072e-03 - Syst_10: 2.48281222e-02 ArtUnc_1: -1.45378507e-05 ArtUnc_2: -7.08266893e-04 ArtUnc_3: -1.50969583e-03 @@ -1169,7 +1149,6 @@ bins: Syst_7: 2.16499838e-01 Syst_8: 4.76299643e-01 Syst_9: 2.16499838e-01 - Syst_10: 1.25569906e+00 ArtUnc_1: -1.45146890e-02 ArtUnc_2: -1.27802362e-01 ArtUnc_3: -5.23544277e-01 @@ -1227,7 +1206,6 @@ bins: Syst_7: 1.71171043e-01 Syst_8: 3.13813578e-01 Syst_9: 1.42642536e-01 - Syst_10: 8.27326707e-01 ArtUnc_1: 3.47249661e-03 ArtUnc_2: 4.67813253e-02 ArtUnc_3: 1.88391178e-01 @@ -1285,7 +1263,6 @@ bins: Syst_7: 4.27999893e-02 Syst_8: 1.17699971e-01 Syst_9: 5.34999866e-02 - Syst_10: 3.10299922e-01 ArtUnc_1: 4.25939110e-04 ArtUnc_2: 4.65406909e-03 ArtUnc_3: 2.12433000e-02 @@ -1343,7 +1320,6 @@ bins: Syst_7: 4.08816306e-03 Syst_8: 2.04408153e-02 Syst_9: 1.02204077e-02 - Syst_10: 5.92783644e-02 ArtUnc_1: 1.60729734e-05 ArtUnc_2: 1.68596300e-04 ArtUnc_3: 7.73679048e-04 @@ -1401,7 +1377,6 @@ bins: Syst_7: 1.27733710e-02 Syst_8: 4.88565145e-02 Syst_9: 1.28569775e-02 - Syst_10: 7.45704696e-02 ArtUnc_1: 2.03660751e-05 ArtUnc_2: 2.59354941e-04 ArtUnc_3: 1.17743459e-03 @@ -1459,7 +1434,6 @@ bins: Syst_7: 1.29973734e-02 Syst_8: 3.16971649e-02 Syst_9: 8.80476804e-03 - Syst_10: 5.10676546e-02 ArtUnc_1: -2.81690511e-06 ArtUnc_2: -5.54961450e-05 ArtUnc_3: -2.48280074e-04 @@ -1517,7 +1491,6 @@ bins: Syst_7: 3.71901084e-03 Syst_8: 1.20779849e-02 Syst_9: 3.35499581e-03 - Syst_10: 1.94589757e-02 ArtUnc_1: -8.30276837e-08 ArtUnc_2: -1.93330994e-06 ArtUnc_3: -9.58485640e-06 @@ -1575,7 +1548,6 @@ bins: Syst_7: 2.67065910e-04 Syst_8: 5.55363613e-03 Syst_9: 1.54267670e-03 - Syst_10: 8.94752488e-03 ArtUnc_1: 4.23476450e-08 ArtUnc_2: -9.68777299e-08 ArtUnc_3: -3.35396321e-07 diff --git a/nnpdf_data/nnpdf_data/commondata/H1_2JET_319GEV_290PB-1_DIF/filter.py b/nnpdf_data/nnpdf_data/commondata/H1_2JET_319GEV_290PB-1_DIF/filter.py index 18a0b9422b..a0b18b06f1 100644 --- a/nnpdf_data/nnpdf_data/commondata/H1_2JET_319GEV_290PB-1_DIF/filter.py +++ b/nnpdf_data/nnpdf_data/commondata/H1_2JET_319GEV_290PB-1_DIF/filter.py @@ -6,6 +6,7 @@ from nnpdf_data.filter_utils.utils import percentage_to_absolute as pta from nnpdf_data.filter_utils.utils import prettify_float from nnpdf_data.filter_utils.utils import symmetrize_errors as se +from nnpdf_data.filter_utils.utils import uncert_skip_variant as usv yaml.add_representer(float, prettify_float) @@ -320,3 +321,5 @@ def processData(): processData() + +usv('uncertainties.yaml', 'uncertainties_wo-lumi.yaml', 'uncertainties_lumi.yaml', 'Lumi') diff --git a/nnpdf_data/nnpdf_data/commondata/H1_2JET_319GEV_290PB-1_DIF/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/H1_2JET_319GEV_290PB-1_DIF/metadata.yaml index 4307d4de32..94342a8131 100644 --- a/nnpdf_data/nnpdf_data/commondata/H1_2JET_319GEV_290PB-1_DIF/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/H1_2JET_319GEV_290PB-1_DIF/metadata.yaml @@ -12,8 +12,8 @@ hepdata: url: "https://www.hepdata.net/record/ins1496981" version: 1 -version: 1 -version_comment: "NA" +version: 2 +version_comment: "Separated luminosity uncertainty" implemented_observables: @@ -30,7 +30,8 @@ implemented_observables: file: kinematics.yaml data_central: data.yaml data_uncertainties: - - uncertainties.yaml + - uncertainties_wo-lumi.yaml + - uncertainties_lumi.yaml kinematic_coverage: [pT, Q2, sqrts] plotting: kinematics_override: identity @@ -51,6 +52,10 @@ implemented_observables: - H1_2JET_319GEV_290PB-1_DIF_PTQ2_BIN7 - H1_2JET_319GEV_290PB-1_DIF_PTQ2_BIN8 operation: 'null' + variants: + wo-lumi: + data_uncertainties: + - uncertainties_wo-lumi.yaml - observable: {description: "normalized double differential cross section w.r.t. q^2 and pT", label: '$\frac{1}{\sigma}\frac{d^2\sigma}{dq^{2}d\langle pT \rangle}$', units: "$1/GeV^3$"} observable_name: PTQ2-NORM diff --git a/nnpdf_data/nnpdf_data/commondata/H1_2JET_319GEV_290PB-1_DIF/uncertainties_lumi.yaml b/nnpdf_data/nnpdf_data/commondata/H1_2JET_319GEV_290PB-1_DIF/uncertainties_lumi.yaml new file mode 100644 index 0000000000..8345590890 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/H1_2JET_319GEV_290PB-1_DIF/uncertainties_lumi.yaml @@ -0,0 +1,54 @@ +definitions: + Lumi: + description: luminosity + treatment: MULT + type: CORR +bins: +- Lumi: 7.475 +- Lumi: 4.625 +- Lumi: 0.9925 +- Lumi: 0.16625 +- Lumi: 0.0285 +- Lumi: 0.00535 +- Lumi: 6.375 +- Lumi: 3.725 +- Lumi: 0.8 +- Lumi: 0.12625 +- Lumi: 0.022525 +- Lumi: 0.00161 +- Lumi: 5.925 +- Lumi: 3.7 +- Lumi: 0.905 +- Lumi: 0.1705 +- Lumi: 0.02675 +- Lumi: 0.0031 +- Lumi: 4.225 +- Lumi: 2.85 +- Lumi: 0.68 +- Lumi: 0.121 +- Lumi: 0.01965 +- Lumi: 0.0031 +- Lumi: 3.6 +- Lumi: 2.6 +- Lumi: 0.6625 +- Lumi: 0.1205 +- Lumi: 0.02095 +- Lumi: 0.004125 +- Lumi: 2.9 +- Lumi: 2.3475 +- Lumi: 0.6675 +- Lumi: 0.12775 +- Lumi: 0.020925 +- Lumi: 0.00315 +- Lumi: 2.6 +- Lumi: 2.19 +- Lumi: 0.6275 +- Lumi: 0.12725 +- Lumi: 0.0236 +- Lumi: 0.002725 +- Lumi: 1.76 +- Lumi: 1.3975 +- Lumi: 0.4525 +- Lumi: 0.08525 +- Lumi: 0.011575 +- Lumi: 2.49750000e-03 diff --git a/nnpdf_data/nnpdf_data/commondata/H1_2JET_319GEV_290PB-1_DIF/uncertainties.yaml b/nnpdf_data/nnpdf_data/commondata/H1_2JET_319GEV_290PB-1_DIF/uncertainties_wo-lumi.yaml similarity index 98% rename from nnpdf_data/nnpdf_data/commondata/H1_2JET_319GEV_290PB-1_DIF/uncertainties.yaml rename to nnpdf_data/nnpdf_data/commondata/H1_2JET_319GEV_290PB-1_DIF/uncertainties_wo-lumi.yaml index bb8a635b1d..395ec7a767 100644 --- a/nnpdf_data/nnpdf_data/commondata/H1_2JET_319GEV_290PB-1_DIF/uncertainties.yaml +++ b/nnpdf_data/nnpdf_data/commondata/H1_2JET_319GEV_290PB-1_DIF/uncertainties_wo-lumi.yaml @@ -43,10 +43,6 @@ definitions: description: electron theta uncertainty treatment: MULT type: CORR - Lumi: - description: luminosity - treatment: MULT - type: CORR LArN: description: lar noise treatment: MULT @@ -449,10 +445,9 @@ bins: RCES: 2.40802319e+01 ElEn: 2.44138581e+00 ElTh: 2.06114908e+00 - Lumi: 7.47500000e+00 LArN: 1.794 StatMC: 6.279 - RadErr: 1.64450000e+00 + RadErr: 1.6445 Model_1: 1.51380248e+01 Model_2: 1.51380248e+01 ModelRW_1: 1.29814906e+01 @@ -560,10 +555,9 @@ bins: RCES: 1.00833486e+00 ElEn: 8.81180848e-01 ElTh: 1.42101196e-01 - Lumi: 4.625 LArN: 1.11 StatMC: 1.85 - RadErr: 1.96100000e+00 + RadErr: 1.961 Model_1: 6.48841182e+00 Model_2: 6.48841182e+00 ModelRW_1: 5.14101985e+00 @@ -671,9 +665,8 @@ bins: RCES: 2.89911951e-01 ElEn: 1.09499336e-01 ElTh: 1.02664998e-01 - Lumi: 0.9925 LArN: 0.2382 - StatMC: 4.28760000e-01 + StatMC: 0.42876 RadErr: 0.38112 Model_1: 1.22955970e+00 Model_2: 1.22955970e+00 @@ -782,10 +775,9 @@ bins: RCES: 3.09493029e-02 ElEn: 1.05303333e-02 ElTh: 2.33603435e-02 - Lumi: 0.16625 - LArN: 3.99000000e-02 + LArN: 0.0399 StatMC: 0.141645 - RadErr: 8.77800000e-02 + RadErr: 0.08778 Model_1: 1.00628366e-01 Model_2: 1.00628366e-01 ModelRW_1: 4.79630530e-02 @@ -889,11 +881,10 @@ bins: ArtUnc_95: 8.02437162e-06 ArtUnc_96: -2.13339544e-05 - stat: 0 - Uncorr: 1.14000000e-02 + Uncorr: 0.0114 RCES: 2.11508406e-02 ElEn: 2.53056891e-03 ElTh: 8.92482403e-03 - Lumi: 2.85000000e-02 LArN: 0.00684 StatMC: 0.05643 RadErr: 0.021432 @@ -1004,7 +995,6 @@ bins: RCES: 2.77656238e-03 ElEn: 1.79390215e-03 ElTh: 3.00628111e-03 - Lumi: 5.35000000e-03 LArN: 0.001284 StatMC: 2.00946000e-02 RadErr: 7.89660000e-03 @@ -1111,13 +1101,12 @@ bins: ArtUnc_95: 2.26535564e-04 ArtUnc_96: -4.25492888e-03 - stat: 0 - Uncorr: 2.55000000e+00 + Uncorr: 2.55 RCES: 1.70134263e+01 ElEn: 2.52498291e+00 ElTh: 1.35959486e+00 - Lumi: 6.375 LArN: 1.53 - StatMC: 4.05450000e+00 + StatMC: 4.0545 RadErr: 1.6065 Model_1: 2.10965308e+00 Model_2: 2.10965308e+00 @@ -1226,9 +1215,8 @@ bins: RCES: 2.09041212e+00 ElEn: 7.70633992e-02 ElTh: 1.25414726e+00 - Lumi: 3.725 - LArN: 8.94000000e-01 - StatMC: 1.37080000e+00 + LArN: 0.894 + StatMC: 1.3708 RadErr: 0.4768 Model_1: 1.07466089e+00 Model_2: 1.07466089e+00 @@ -1337,10 +1325,9 @@ bins: RCES: 9.69552474e-02 ElEn: 8.82614299e-02 ElTh: 1.88141224e-01 - Lumi: 0.8 LArN: 0.192 StatMC: 0.3136 - RadErr: 2.49600000e-01 + RadErr: 0.2496 Model_1: 1.03859844e+00 Model_2: 1.03859844e+00 ModelRW_1: 1.00239457e+00 @@ -1444,12 +1431,11 @@ bins: ArtUnc_95: -2.47893244e-06 ArtUnc_96: -9.19033872e-08 - stat: 0 - Uncorr: 5.05000000e-02 + Uncorr: 0.0505 RCES: 6.40509439e-02 ElEn: 4.24049676e-02 ElTh: 3.45288557e-03 - Lumi: 0.12625 - LArN: 3.03000000e-02 + LArN: 0.0303 StatMC: 0.09898 RadErr: 0.04343 Model_1: 2.93170007e-01 @@ -1559,7 +1545,6 @@ bins: RCES: 1.13658213e-02 ElEn: 1.01011503e-02 ElTh: 6.76830336e-03 - Lumi: 0.022525 LArN: 0.005406 StatMC: 5.74838000e-02 RadErr: 2.15339000e-02 @@ -1670,7 +1655,6 @@ bins: RCES: 3.05057573e-03 ElEn: 3.03547984e-03 ElTh: 5.33014956e-03 - Lumi: 0.00161 LArN: 3.86400000e-04 StatMC: 2.06530800e-02 RadErr: 2.62752000e-03 @@ -1781,7 +1765,6 @@ bins: RCES: 1.42400272e+01 ElEn: 1.24706824e+00 ElTh: 2.43822209e+00 - Lumi: 5.925 LArN: 1.422 StatMC: 3.6261 RadErr: 1.0428 @@ -1892,7 +1875,6 @@ bins: RCES: 1.37669835e+00 ElEn: 2.75693453e-01 ElTh: 5.99491351e-01 - Lumi: 3.7 LArN: 0.888 StatMC: 1.1988 RadErr: 0.6956 @@ -1999,12 +1981,11 @@ bins: ArtUnc_95: 2.57163641e-07 ArtUnc_96: -1.79159956e-09 - stat: 0 - Uncorr: 3.62000000e-01 + Uncorr: 0.362 RCES: 1.77675264e-01 ElEn: 1.25557131e-01 ElTh: 1.84965706e-01 - Lumi: 0.905 - LArN: 2.17200000e-01 + LArN: 0.2172 StatMC: 0.29684 RadErr: 0.30408 Model_1: 9.24061284e-01 @@ -2110,11 +2091,10 @@ bins: ArtUnc_95: -2.47893244e-06 ArtUnc_96: -9.19033872e-08 - stat: 0 - Uncorr: 6.82000000e-02 + Uncorr: 0.0682 RCES: 4.44230216e-02 ElEn: 6.71692102e-03 ElTh: 2.78932998e-02 - Lumi: 0.1705 LArN: 0.04092 StatMC: 0.096162 RadErr: 0.053878 @@ -2221,14 +2201,13 @@ bins: ArtUnc_95: 8.02437162e-06 ArtUnc_96: -2.13339544e-05 - stat: 0 - Uncorr: 1.07000000e-02 + Uncorr: 0.0107 RCES: 1.75449822e-02 ElEn: 1.55893529e-02 ElTh: 1.08455994e-02 - Lumi: 2.67500000e-02 LArN: 0.00642 StatMC: 0.039376 - RadErr: 1.91530000e-02 + RadErr: 0.019153 Model_1: 6.80943830e-04 Model_2: 6.80943830e-04 ModelRW_1: 5.67453192e-03 @@ -2336,7 +2315,6 @@ bins: RCES: 1.96190573e-03 ElEn: 1.78537394e-03 ElTh: 9.90371163e-04 - Lumi: 0.0031 LArN: 0.000744 StatMC: 1.29332000e-02 RadErr: 9.89520000e-03 @@ -2447,7 +2425,6 @@ bins: RCES: 1.19081818e+01 ElEn: 6.78319770e-01 ElTh: 8.02838942e-01 - Lumi: 4.225 LArN: 1.014 StatMC: 3.042 RadErr: 0.5239 @@ -2554,14 +2531,13 @@ bins: ArtUnc_95: 2.35664596e-08 ArtUnc_96: -8.36454382e-09 - stat: 0 - Uncorr: 1.14000000e+00 + Uncorr: 1.14 RCES: 1.57603712e+00 ElEn: 2.45232522e-01 ElTh: 6.27595626e-01 - Lumi: 2.85 - LArN: 6.84000000e-01 + LArN: 0.684 StatMC: 0.9348 - RadErr: 4.90200000e-01 + RadErr: 0.4902 Model_1: 3.32113913e+00 Model_2: 3.32113913e+00 ModelRW_1: 2.39412214e+00 @@ -2669,7 +2645,6 @@ bins: RCES: 1.53692035e-01 ElEn: 1.26436121e-01 ElTh: 9.51611349e-02 - Lumi: 0.68 LArN: 0.1632 StatMC: 0.22848 RadErr: 0.18224 @@ -2780,7 +2755,6 @@ bins: RCES: 2.14494472e-02 ElEn: 2.18109003e-02 ElTh: 3.55665911e-03 - Lumi: 0.121 LArN: 0.02904 StatMC: 0.08712 RadErr: 0.119064 @@ -2891,8 +2865,7 @@ bins: RCES: 2.11782883e-03 ElEn: 1.10227218e-02 ElTh: 7.89401913e-03 - Lumi: 0.01965 - LArN: 4.71600000e-03 + LArN: 0.004716 StatMC: 3.35622000e-02 RadErr: 2.35014000e-02 Model_1: 3.01235974e-02 @@ -3002,7 +2975,6 @@ bins: RCES: 1.64172441e-03 ElEn: 6.24941547e-03 ElTh: 2.46756884e-04 - Lumi: 0.0031 LArN: 0.000744 StatMC: 2.65856000e-02 RadErr: 8.23360000e-03 @@ -3113,8 +3085,7 @@ bins: RCES: 8.40667449e+00 ElEn: 1.37025288e+00 ElTh: 6.98474223e-01 - Lumi: 3.6 - LArN: 8.64000000e-01 + LArN: 0.864 StatMC: 2.3904 RadErr: 0.4464 Model_1: 1.84300311e+00 @@ -3224,7 +3195,6 @@ bins: RCES: 1.42092319e+00 ElEn: 2.88400832e-01 ElTh: 2.93189631e-01 - Lumi: 2.6 LArN: 0.624 StatMC: 0.7696 RadErr: 0.312 @@ -3335,9 +3305,8 @@ bins: RCES: 3.99042839e-02 ElEn: 4.73119633e-02 ElTh: 1.04423115e-01 - Lumi: 0.6625 LArN: 0.159 - StatMC: 2.06700000e-01 + StatMC: 0.2067 RadErr: 0.1431 Model_1: 7.57028520e-01 Model_2: 7.57028520e-01 @@ -3442,14 +3411,13 @@ bins: ArtUnc_95: -2.47893244e-06 ArtUnc_96: -9.19033872e-08 - stat: 0 - Uncorr: 4.82000000e-02 + Uncorr: 0.0482 RCES: 2.76919382e-02 ElEn: 2.90912057e-02 ElTh: 2.53256487e-02 - Lumi: 1.20500000e-01 LArN: 0.02892 - StatMC: 7.71200000e-02 - RadErr: 4.28980000e-02 + StatMC: 0.07712 + RadErr: 0.042898 Model_1: 1.63255399e-01 Model_2: 1.63255399e-01 ModelRW_1: 8.96370982e-02 @@ -3557,8 +3525,7 @@ bins: RCES: 1.09014106e-02 ElEn: 2.15408385e-03 ElTh: 4.18559819e-03 - Lumi: 2.09500000e-02 - LArN: 5.02800000e-03 + LArN: 0.005028 StatMC: 3.13412000e-02 RadErr: 3.58664000e-02 Model_1: 4.71674164e-02 @@ -3664,11 +3631,10 @@ bins: ArtUnc_95: 7.64431036e-04 ArtUnc_96: -1.43667156e-06 - stat: 0 - Uncorr: 1.65000000e-03 + Uncorr: 0.00165 RCES: 4.61990424e-03 ElEn: 1.90830186e-03 ElTh: 3.46051853e-03 - Lumi: 0.004125 LArN: 0.00099 StatMC: 1.44375000e-02 RadErr: 0.014322 @@ -3779,9 +3745,8 @@ bins: RCES: 7.72627925e+00 ElEn: 1.14945406e+00 ElTh: 3.76017180e-01 - Lumi: 2.9 LArN: 0.696 - StatMC: 2.76080000e+00 + StatMC: 2.7608 RadErr: 0.5916 Model_1: 7.05409725e-01 Model_2: 7.05409725e-01 @@ -3886,14 +3851,13 @@ bins: ArtUnc_95: 2.35664596e-08 ArtUnc_96: -8.36454382e-09 - stat: 0 - Uncorr: 9.39000000e-01 + Uncorr: 0.939 RCES: 1.28182099e+00 ElEn: 2.65755248e-01 ElTh: 2.60688792e-01 - Lumi: 2.3475 LArN: 0.5634 StatMC: 0.82632 - RadErr: 1.87800000e-01 + RadErr: 0.1878 Model_1: 2.39030376e+00 Model_2: 2.39030376e+00 ModelRW_1: 1.74624969e+00 @@ -4001,7 +3965,6 @@ bins: RCES: 8.06653797e-02 ElEn: 4.39334687e-02 ElTh: 5.89066386e-02 - Lumi: 0.6675 LArN: 0.1602 StatMC: 0.19758 RadErr: 0.10413 @@ -4108,14 +4071,13 @@ bins: ArtUnc_95: -2.47893244e-06 ArtUnc_96: -9.19033872e-08 - stat: 0 - Uncorr: 5.11000000e-02 + Uncorr: 0.0511 RCES: 3.23669191e-02 ElEn: 1.50267889e-02 ElTh: 1.08519847e-02 - Lumi: 0.12775 - LArN: 3.06600000e-02 + LArN: 0.03066 StatMC: 0.078183 - RadErr: 4.90560000e-02 + RadErr: 0.049056 Model_1: 2.01623013e-01 Model_2: 2.01623013e-01 ModelRW_1: 1.74342667e-01 @@ -4223,8 +4185,7 @@ bins: RCES: 6.09043325e-03 ElEn: 1.22730432e-02 ElTh: 8.60391625e-03 - Lumi: 0.020925 - LArN: 5.02200000e-03 + LArN: 0.005022 StatMC: 3.60747000e-02 RadErr: 1.90836000e-02 Model_1: 1.56839820e-02 @@ -4334,7 +4295,6 @@ bins: RCES: 3.64140000e-03 ElEn: 3.63484886e-03 ElTh: 2.24289733e-03 - Lumi: 0.00315 LArN: 0.000756 StatMC: 1.92654000e-02 RadErr: 0.008127 @@ -4445,10 +4405,9 @@ bins: RCES: 5.64380653e+00 ElEn: 3.71354278e-02 ElTh: 4.11391979e-01 - Lumi: 2.6 LArN: 0.624 StatMC: 1.8928 - RadErr: 4.88800000e-01 + RadErr: 0.4888 Model_1: 1.21339524e+00 Model_2: 1.21339524e+00 ModelRW_1: 3.01510331e-01 @@ -4556,9 +4515,8 @@ bins: RCES: 1.09075192e+00 ElEn: 0.21024 ElTh: 2.42882749e-01 - Lumi: 2.19 LArN: 0.5256 - StatMC: 6.04440000e-01 + StatMC: 0.60444 RadErr: 0.22776 Model_1: 1.96977322e+00 Model_2: 1.96977322e+00 @@ -4667,7 +4625,6 @@ bins: RCES: 6.33371035e-02 ElEn: 9.47421104e-02 ElTh: 7.73633957e-02 - Lumi: 6.27500000e-01 LArN: 0.1506 StatMC: 0.18072 RadErr: 0.10542 @@ -4778,9 +4735,8 @@ bins: RCES: 2.16190223e-02 ElEn: 6.79090701e-03 ElTh: 7.13962091e-03 - Lumi: 0.12725 - LArN: 3.05400000e-02 - StatMC: 1.04345000e-01 + LArN: 0.03054 + StatMC: 0.104345 RadErr: 0.050391 Model_1: 3.09169005e-01 Model_2: 3.09169005e-01 @@ -4889,8 +4845,7 @@ bins: RCES: 8.51734430e-03 ElEn: 1.03241841e-02 ElTh: 9.51662502e-03 - Lumi: 0.0236 - LArN: 5.66400000e-03 + LArN: 0.005664 StatMC: 3.41728000e-02 RadErr: 2.30336000e-02 Model_1: 9.41187410e-03 @@ -5000,7 +4955,6 @@ bins: RCES: 1.82674212e-03 ElEn: 8.42421222e-03 ElTh: 1.84930153e-03 - Lumi: 2.72500000e-03 LArN: 0.000654 StatMC: 0.013843 RadErr: 9.27590000e-03 @@ -5107,14 +5061,13 @@ bins: ArtUnc_95: 2.26535564e-04 ArtUnc_96: -4.25492888e-03 - stat: 0 - Uncorr: 7.04000000e-01 + Uncorr: 0.704 RCES: 3.85299657e+00 ElEn: 8.17572571e-01 ElTh: 2.22262288e-01 - Lumi: 1.76 - LArN: 4.22400000e-01 - StatMC: 1.38688000e+00 - RadErr: 7.60320000e-01 + LArN: 0.4224 + StatMC: 1.38688 + RadErr: 0.76032 Model_1: 1.96134451e+00 Model_2: 1.96134451e+00 ModelRW_1: 1.76222324e+00 @@ -5222,7 +5175,6 @@ bins: RCES: 1.61353343e+00 ElEn: 4.73494779e-01 ElTh: 1.83259094e-01 - Lumi: 1.3975 LArN: 0.3354 StatMC: 0.57577 RadErr: 0.2236 @@ -5329,14 +5281,13 @@ bins: ArtUnc_95: 2.57163641e-07 ArtUnc_96: -1.79159956e-09 - stat: 0 - Uncorr: 1.81000000e-01 + Uncorr: 0.181 RCES: 3.16972293e-01 ElEn: 1.27380157e-01 ElTh: 5.49298471e-02 - Lumi: 0.4525 - LArN: 1.08600000e-01 + LArN: 0.1086 StatMC: 0.21177 - RadErr: 8.50700000e-02 + RadErr: 0.08507 Model_1: 5.43941891e-01 Model_2: 5.43941891e-01 ModelRW_1: 2.89249100e-01 @@ -5440,14 +5391,13 @@ bins: ArtUnc_95: -2.47893244e-06 ArtUnc_96: -9.19033872e-08 - stat: 0 - Uncorr: 3.41000000e-02 + Uncorr: 0.0341 RCES: 4.29213220e-02 ElEn: 5.32080211e-02 ElTh: 1.85985727e-02 - Lumi: 0.08525 LArN: 0.02046 - StatMC: 8.11580000e-02 - RadErr: 4.53530000e-02 + StatMC: 0.081158 + RadErr: 0.045353 Model_1: 1.03683067e-01 Model_2: 1.03683067e-01 ModelRW_1: 4.68988136e-02 @@ -5551,11 +5501,10 @@ bins: ArtUnc_95: 8.02437162e-06 ArtUnc_96: -2.13339544e-05 - stat: 0 - Uncorr: 4.63000000e-03 + Uncorr: 0.00463 RCES: 9.05126515e-03 ElEn: 3.05769613e-02 ElTh: 1.14292560e-02 - Lumi: 0.011575 LArN: 0.002778 StatMC: 3.66233000e-02 RadErr: 1.27788000e-02 @@ -5666,7 +5615,6 @@ bins: RCES: 1.93874862e-03 ElEn: 1.20104565e-03 ElTh: 1.77617031e-03 - Lumi: 2.49750000e-03 LArN: 5.99400000e-04 StatMC: 1.43756100e-02 RadErr: 5.07492000e-03 diff --git a/nnpdf_data/nnpdf_data/commondata/H1_2JET_319GEV_351PB-1_DIF/filter.py b/nnpdf_data/nnpdf_data/commondata/H1_2JET_319GEV_351PB-1_DIF/filter.py index 50e442a7a1..2f9baed7f8 100644 --- a/nnpdf_data/nnpdf_data/commondata/H1_2JET_319GEV_351PB-1_DIF/filter.py +++ b/nnpdf_data/nnpdf_data/commondata/H1_2JET_319GEV_351PB-1_DIF/filter.py @@ -5,6 +5,7 @@ from nnpdf_data.filter_utils.utils import prettify_float yaml.add_representer(float, prettify_float) +from nnpdf_data.filter_utils.utils import uncert_skip_variant as usv def processData(): @@ -140,3 +141,5 @@ def processData(): processData() + +usv('uncertainties.yaml', 'uncertainties_wo-lumi.yaml', 'uncertainties_lumi.yaml', 'Syst_10') diff --git a/nnpdf_data/nnpdf_data/commondata/H1_2JET_319GEV_351PB-1_DIF/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/H1_2JET_319GEV_351PB-1_DIF/metadata.yaml index 1c7dd38d75..3a0afef709 100644 --- a/nnpdf_data/nnpdf_data/commondata/H1_2JET_319GEV_351PB-1_DIF/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/H1_2JET_319GEV_351PB-1_DIF/metadata.yaml @@ -12,8 +12,8 @@ hepdata: url: "https://www.hepdata.net/record/ins1301218" version: 1 -version: 1 -version_comment: 'NA' +version: 2 +version_comment: "Separated luminosity uncertainty" implemented_observables: @@ -30,7 +30,8 @@ implemented_observables: file: kinematics.yaml data_central: data.yaml data_uncertainties: - - uncertainties.yaml + - uncertainties_wo-lumi.yaml + - uncertainties_lumi.yaml kinematic_coverage: [pT, Q2, sqrts] plotting: kinematics_override: identity @@ -49,6 +50,10 @@ implemented_observables: - H1_2JET_319GEV_351PB-1_DIF_PTQ2_BIN5 - H1_2JET_319GEV_351PB-1_DIF_PTQ2_BIN6 operation: 'null' + variants: + wo-lumi: + data_uncertainties: + - uncertainties_wo-lumi.yaml - observable: {description: "normalized double differential cross section w.r.t. q^2 and pT", label: '$\frac{1}{\sigma}\frac{d^2\sigma}{dq^{2}dpT}$', units: "$1/GeV^3$"} observable_name: PTQ2-NORM diff --git a/nnpdf_data/nnpdf_data/commondata/H1_2JET_319GEV_351PB-1_DIF/uncertainties_lumi.yaml b/nnpdf_data/nnpdf_data/commondata/H1_2JET_319GEV_351PB-1_DIF/uncertainties_lumi.yaml new file mode 100644 index 0000000000..81162f89c7 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/H1_2JET_319GEV_351PB-1_DIF/uncertainties_lumi.yaml @@ -0,0 +1,30 @@ +definitions: + Syst_10: + description: norm + treatment: MULT + type: CORR +bins: +- Syst_10: 6.76566066e-01 +- Syst_10: 3.94399704e-01 +- Syst_10: 1.03529871e-01 +- Syst_10: 1.21433048e-02 +- Syst_10: 5.26476407e-01 +- Syst_10: 3.59060240e-01 +- Syst_10: 8.55926681e-02 +- Syst_10: 1.11608773e-02 +- Syst_10: 5.30434650e-01 +- Syst_10: 3.27536150e-01 +- Syst_10: 1.09759778e-01 +- Syst_10: 9.82708935e-03 +- Syst_10: 4.85269205e-01 +- Syst_10: 3.12730122e-01 +- Syst_10: 1.05902899e-01 +- Syst_10: 1.09635417e-02 +- Syst_10: 4.32964740e-01 +- Syst_10: 3.82991400e-01 +- Syst_10: 1.38329931e-01 +- Syst_10: 2.77668210e-02 +- Syst_10: 2.11830968e-02 +- Syst_10: 2.52474961e-02 +- Syst_10: 9.95496283e-03 +- Syst_10: 4.34020294e-03 diff --git a/nnpdf_data/nnpdf_data/commondata/H1_2JET_319GEV_351PB-1_DIF/uncertainties.yaml b/nnpdf_data/nnpdf_data/commondata/H1_2JET_319GEV_351PB-1_DIF/uncertainties_wo-lumi.yaml similarity index 98% rename from nnpdf_data/nnpdf_data/commondata/H1_2JET_319GEV_351PB-1_DIF/uncertainties.yaml rename to nnpdf_data/nnpdf_data/commondata/H1_2JET_319GEV_351PB-1_DIF/uncertainties_wo-lumi.yaml index a4b6735e60..d16e1d8eb0 100644 --- a/nnpdf_data/nnpdf_data/commondata/H1_2JET_319GEV_351PB-1_DIF/uncertainties.yaml +++ b/nnpdf_data/nnpdf_data/commondata/H1_2JET_319GEV_351PB-1_DIF/uncertainties_wo-lumi.yaml @@ -35,10 +35,6 @@ definitions: description: lar noise treatment: MULT type: CORR - Syst_10: - description: norm - treatment: MULT - type: CORR ArtUnc_1: description: artificial uncertainty 1 treatment: ADD @@ -241,7 +237,6 @@ bins: Syst_7: 8.33459512e-02 Syst_8: 1.16649322e-01 Syst_9: 1.39979186e-01 - Syst_10: 6.76566066e-01 ArtUnc_1: -3.26102194e-01 ArtUnc_2: 9.50768189e-02 ArtUnc_3: -6.51586871e-02 @@ -299,7 +294,6 @@ bins: Syst_7: 4.50610023e-02 Syst_8: 6.79999490e-02 Syst_9: 8.15999388e-02 - Syst_10: 3.94399704e-01 ArtUnc_1: 5.36584458e-02 ArtUnc_2: -9.46953008e-03 ArtUnc_3: 6.27970104e-03 @@ -357,7 +351,6 @@ bins: Syst_7: 5.92312942e-03 Syst_8: 1.78499777e-02 Syst_9: 2.14199732e-02 - Syst_10: 1.03529871e-01 ArtUnc_1: 1.70620904e-03 ArtUnc_2: -1.15246704e-03 ArtUnc_3: 7.56815564e-04 @@ -415,7 +408,6 @@ bins: Syst_7: 9.13981983e-04 Syst_8: 2.09367325e-03 Syst_9: 2.51240790e-03 - Syst_10: 1.21433048e-02 ArtUnc_1: -2.86058603e-04 ArtUnc_2: 8.97728779e-05 ArtUnc_3: -6.23368362e-05 @@ -473,7 +465,6 @@ bins: Syst_7: 8.26557124e-02 Syst_8: 9.07717943e-02 Syst_9: 1.08926153e-01 - Syst_10: 5.26476407e-01 ArtUnc_1: 1.39388348e-01 ArtUnc_2: 1.73028168e-01 ArtUnc_3: -1.53230873e-01 @@ -531,7 +522,6 @@ bins: Syst_7: 3.71441628e-02 Syst_8: 6.19069380e-02 Syst_9: 7.42883256e-02 - Syst_10: 3.59060240e-01 ArtUnc_1: -2.74016743e-02 ArtUnc_2: -4.11258349e-02 ArtUnc_3: 3.54867383e-02 @@ -589,7 +579,6 @@ bins: Syst_7: 7.67198340e-03 Syst_8: 1.47573566e-02 Syst_9: 1.77088279e-02 - Syst_10: 8.55926681e-02 ArtUnc_1: 4.17769126e-04 ArtUnc_2: 3.57169596e-04 ArtUnc_3: -1.68422016e-04 @@ -647,7 +636,6 @@ bins: Syst_7: 1.27770676e-03 Syst_8: 1.92428919e-03 Syst_9: 2.30914703e-03 - Syst_10: 1.11608773e-02 ArtUnc_1: 7.21621032e-05 ArtUnc_2: 1.23048781e-04 ArtUnc_3: -1.09971105e-04 @@ -705,7 +693,6 @@ bins: Syst_7: 4.75447947e-02 Syst_8: 7.31634000e-02 Syst_9: 1.09745100e-01 - Syst_10: 5.30434650e-01 ArtUnc_1: -4.94025456e-02 ArtUnc_2: -2.09096958e-01 ArtUnc_3: -2.03755554e-02 @@ -763,7 +750,6 @@ bins: Syst_7: 3.38830500e-02 Syst_8: 4.51774000e-02 Syst_9: 6.77661000e-02 - Syst_10: 3.27536150e-01 ArtUnc_1: 9.85456172e-03 ArtUnc_2: 4.84670460e-02 ArtUnc_3: 1.13657523e-02 @@ -821,7 +807,6 @@ bins: Syst_7: 5.35790159e-03 Syst_8: 1.51392798e-02 Syst_9: 2.27089196e-02 - Syst_10: 1.09759778e-01 ArtUnc_1: -1.48598103e-04 ArtUnc_2: -2.39654880e-04 ArtUnc_3: -6.61030595e-05 @@ -879,7 +864,6 @@ bins: Syst_7: 9.60376134e-04 Syst_8: 1.35546060e-03 Syst_9: 2.03319090e-03 - Syst_10: 9.82708935e-03 ArtUnc_1: -5.41803055e-05 ArtUnc_2: -3.62565233e-04 ArtUnc_3: -5.49046630e-05 @@ -937,7 +921,6 @@ bins: Syst_7: 3.34668418e-02 Syst_8: 6.69336835e-02 Syst_9: 1.00400525e-01 - Syst_10: 4.85269205e-01 ArtUnc_1: -2.34103267e-03 ArtUnc_2: 1.12489274e-01 ArtUnc_3: 2.18029488e-01 @@ -995,7 +978,6 @@ bins: Syst_7: 1.07837973e-02 Syst_8: 4.31351892e-02 Syst_9: 6.47027838e-02 - Syst_10: 3.12730122e-01 ArtUnc_1: -5.60436428e-04 ArtUnc_2: -2.66265735e-02 ArtUnc_3: -5.12835329e-02 @@ -1053,7 +1035,6 @@ bins: Syst_7: 6.05283873e-03 Syst_8: 1.09554723e-02 Syst_9: 2.19109445e-02 - Syst_10: 1.05902899e-01 ArtUnc_1: 2.19317507e-06 ArtUnc_2: 3.46837446e-04 ArtUnc_3: 6.49917277e-04 @@ -1111,7 +1092,6 @@ bins: Syst_7: 3.27567427e-04 Syst_8: 7.56106326e-04 Syst_9: 2.26831898e-03 - Syst_10: 1.09635417e-02 ArtUnc_1: 2.58702567e-06 ArtUnc_2: 1.75418231e-04 ArtUnc_3: 3.61079310e-04 @@ -1169,7 +1149,6 @@ bins: Syst_7: 5.97192745e-02 Syst_8: 1.79157824e-01 Syst_9: 8.95789118e-02 - Syst_10: 4.32964740e-01 ArtUnc_1: -7.33230324e-03 ArtUnc_2: -2.50854249e-02 ArtUnc_3: -9.04773543e-02 @@ -1227,7 +1206,6 @@ bins: Syst_7: 0.066033 Syst_8: 1.45272600e-01 Syst_9: 7.92396000e-02 - Syst_10: 3.82991400e-01 ArtUnc_1: 1.04618684e-03 ArtUnc_2: 6.42928992e-03 ArtUnc_3: 2.39826949e-02 @@ -1285,7 +1263,6 @@ bins: Syst_7: 1.70408187e-02 Syst_8: 5.24699738e-02 Syst_9: 2.86199857e-02 - Syst_10: 1.38329931e-01 ArtUnc_1: -2.36800128e-05 ArtUnc_2: -5.90316713e-05 ArtUnc_3: -5.01788042e-05 @@ -1343,7 +1320,6 @@ bins: Syst_7: 9.57476585e-04 Syst_8: 9.57476585e-03 Syst_9: 5.74485951e-03 - Syst_10: 2.77668210e-02 ArtUnc_1: -3.87978330e-06 ArtUnc_2: -2.92635525e-05 ArtUnc_3: -1.08336532e-04 @@ -1401,7 +1377,6 @@ bins: Syst_7: 4.24648876e-03 Syst_8: 1.53394839e-02 Syst_9: 4.38270968e-03 - Syst_10: 2.11830968e-02 ArtUnc_1: -2.03059996e-04 ArtUnc_2: 1.18142949e-04 ArtUnc_3: -7.40301128e-05 @@ -1459,7 +1434,6 @@ bins: Syst_7: 1.27941931e-02 Syst_8: 1.56708596e-02 Syst_9: 5.22361987e-03 - Syst_10: 2.52474961e-02 ArtUnc_1: -1.80056041e-06 ArtUnc_2: -1.29123586e-05 ArtUnc_3: -4.97447200e-05 @@ -1517,7 +1491,6 @@ bins: Syst_7: 3.39176588e-03 Syst_8: 6.52221702e-03 Syst_9: 2.05964748e-03 - Syst_10: 9.95496283e-03 ArtUnc_1: -5.35823919e-07 ArtUnc_2: -4.77947981e-06 ArtUnc_3: -3.18887928e-06 @@ -1575,7 +1548,6 @@ bins: Syst_7: 1.21848531e-03 Syst_8: 2.69391907e-03 Syst_9: 8.97973022e-04 - Syst_10: 4.34020294e-03 ArtUnc_1: -9.22437917e-09 ArtUnc_2: -1.75452315e-08 ArtUnc_3: -1.05288977e-07 diff --git a/nnpdf_data/nnpdf_data/commondata/ZEUS_1JET_300GEV_38P6PB-1_DIF/filter.py b/nnpdf_data/nnpdf_data/commondata/ZEUS_1JET_300GEV_38P6PB-1_DIF/filter.py index c6497ca740..a57f71db8a 100644 --- a/nnpdf_data/nnpdf_data/commondata/ZEUS_1JET_300GEV_38P6PB-1_DIF/filter.py +++ b/nnpdf_data/nnpdf_data/commondata/ZEUS_1JET_300GEV_38P6PB-1_DIF/filter.py @@ -2,6 +2,7 @@ from nnpdf_data.filter_utils.utils import prettify_float from nnpdf_data.filter_utils.utils import symmetrize_errors as se +from nnpdf_data.filter_utils.utils import uncert_skip_variant as usv yaml.add_representer(float, prettify_float) @@ -89,6 +90,7 @@ def processData(): ) value_delta = value_delta + se_delta error_value['jet_es'] = se_sigma + error_value['lumi'] = 0.016 * data_central_value data_central_value = data_central_value + value_delta data_central_q2_et.append(data_central_value) error_q2_et.append(error_value) @@ -101,6 +103,7 @@ def processData(): 'treatment': 'MULT', 'type': 'CORR', }, + 'lumi': {'description': 'luminosity uncertainty', 'treatment': 'MULT', 'type': 'CORR'}, } data_central_q2_et_yaml = {'data_central': data_central_q2_et} @@ -118,3 +121,10 @@ def processData(): processData() + +usv( + 'uncertainties_q2_et.yaml', + 'uncertainties_q2_et_wo-lumi.yaml', + 'uncertainties_q2_et_lumi.yaml', + 'lumi', +) diff --git a/nnpdf_data/nnpdf_data/commondata/ZEUS_1JET_300GEV_38P6PB-1_DIF/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/ZEUS_1JET_300GEV_38P6PB-1_DIF/metadata.yaml index 9e5ad0a832..c4ccde961a 100644 --- a/nnpdf_data/nnpdf_data/commondata/ZEUS_1JET_300GEV_38P6PB-1_DIF/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/ZEUS_1JET_300GEV_38P6PB-1_DIF/metadata.yaml @@ -12,8 +12,8 @@ hepdata: url: "https://www.hepdata.net/record/ins593409" version: 1 -version: 1 -version_comment: "NA" +version: 2 +version_comment: "Separated luminosity uncertainty" implemented_observables: @@ -30,7 +30,8 @@ implemented_observables: file: kinematics_q2_et.yaml data_central: data_q2_et.yaml data_uncertainties: - - uncertainties_q2_et.yaml + - uncertainties_q2_et_wo-lumi.yaml + - uncertainties_q2_et_lumi.yaml kinematic_coverage: [ET, Q2, sqrts] plotting: kinematics_override: identity @@ -49,3 +50,7 @@ implemented_observables: - ZEUS_1JET_300GEV_38P6PB-1_DIF_ETQ2_BIN5 - ZEUS_1JET_300GEV_38P6PB-1_DIF_ETQ2_BIN6 operation: 'null' + variants: + wo-lumi: + data_uncertainties: + - uncertainties_q2_et_wo-lumi.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/ZEUS_1JET_300GEV_38P6PB-1_DIF/uncertainties_q2_et_lumi.yaml b/nnpdf_data/nnpdf_data/commondata/ZEUS_1JET_300GEV_38P6PB-1_DIF/uncertainties_q2_et_lumi.yaml new file mode 100644 index 0000000000..230f2baf6e --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ZEUS_1JET_300GEV_38P6PB-1_DIF/uncertainties_q2_et_lumi.yaml @@ -0,0 +1,36 @@ +definitions: + lumi: + description: luminosity uncertainty + treatment: MULT + type: CORR +bins: +- lumi: 0.5264 +- lumi: 0.20832 +- lumi: 0.06 +- lumi: 0.01432 +- lumi: 3.15200000e-04 +- lumi: 0.27728 +- lumi: 0.13712 +- lumi: 0.05824 +- lumi: 0.016112 +- lumi: 4.70400000e-04 +- lumi: 0.12528 +- lumi: 0.06032 +- lumi: 0.02992 +- lumi: 0.011408 +- lumi: 4.33600000e-04 +- lumi: 0.0448 +- lumi: 0.02976 +- lumi: 0.016096 +- lumi: 0.004592 +- lumi: 2.76800000e-04 +- lumi: 0.0208 +- lumi: 0.011584 +- lumi: 0.005088 +- lumi: 0.003344 +- lumi: 2.67200000e-04 +- lumi: 0.004128 +- lumi: 0.002592 +- lumi: 0.00176 +- lumi: 0.00088 +- lumi: 5.76e-05 diff --git a/nnpdf_data/nnpdf_data/commondata/ZEUS_1JET_300GEV_38P6PB-1_DIF/uncertainties_q2_et.yaml b/nnpdf_data/nnpdf_data/commondata/ZEUS_1JET_300GEV_38P6PB-1_DIF/uncertainties_q2_et_wo-lumi.yaml similarity index 100% rename from nnpdf_data/nnpdf_data/commondata/ZEUS_1JET_300GEV_38P6PB-1_DIF/uncertainties_q2_et.yaml rename to nnpdf_data/nnpdf_data/commondata/ZEUS_1JET_300GEV_38P6PB-1_DIF/uncertainties_q2_et_wo-lumi.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/ZEUS_1JET_319GEV_82PB-1_DIF/filter.py b/nnpdf_data/nnpdf_data/commondata/ZEUS_1JET_319GEV_82PB-1_DIF/filter.py index 07dbfab35b..c7a6d3f0e6 100644 --- a/nnpdf_data/nnpdf_data/commondata/ZEUS_1JET_319GEV_82PB-1_DIF/filter.py +++ b/nnpdf_data/nnpdf_data/commondata/ZEUS_1JET_319GEV_82PB-1_DIF/filter.py @@ -2,6 +2,7 @@ from nnpdf_data.filter_utils.utils import prettify_float from nnpdf_data.filter_utils.utils import symmetrize_errors as se +from nnpdf_data.filter_utils.utils import uncert_skip_variant as usv yaml.add_representer(float, prettify_float) @@ -84,6 +85,7 @@ def processData(): ) value_delta = value_delta + se_delta error_value['jet_es'] = se_sigma + error_value['lumi'] = 0.022 * data_central_value data_central_value = data_central_value + value_delta data_central_q2_et.append(data_central_value) error_q2_et.append(error_value) @@ -96,6 +98,7 @@ def processData(): 'treatment': 'MULT', 'type': 'CORR', }, + 'lumi': {'description': 'luminosity uncertainty', 'treatment': 'MULT', 'type': 'CORR'}, } data_central_q2_et_yaml = {'data_central': data_central_q2_et} @@ -113,3 +116,10 @@ def processData(): processData() + +usv( + 'uncertainties_q2_et.yaml', + 'uncertainties_q2_et_wo-lumi.yaml', + 'uncertainties_q2_et_lumi.yaml', + 'lumi', +) diff --git a/nnpdf_data/nnpdf_data/commondata/ZEUS_1JET_319GEV_82PB-1_DIF/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/ZEUS_1JET_319GEV_82PB-1_DIF/metadata.yaml index 90d929c9da..2f7672a7d5 100644 --- a/nnpdf_data/nnpdf_data/commondata/ZEUS_1JET_319GEV_82PB-1_DIF/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/ZEUS_1JET_319GEV_82PB-1_DIF/metadata.yaml @@ -12,8 +12,8 @@ hepdata: url: "https://www.hepdata.net/record/ins724050" version: 1 -version: 1 -version_comment: "NA" +version: 2 +version_comment: "Separated luminosity uncertainty" implemented_observables: @@ -30,7 +30,8 @@ implemented_observables: file: kinematics_q2_et.yaml data_central: data_q2_et.yaml data_uncertainties: - - uncertainties_q2_et.yaml + - uncertainties_q2_et_wo-lumi.yaml + - uncertainties_q2_et_lumi.yaml kinematic_coverage: [ET, Q2, sqrts] plotting: kinematics_override: identity @@ -49,3 +50,7 @@ implemented_observables: - ZEUS_1JET_319GEV_82PB-1_DIF_ETQ2_BIN5 - ZEUS_1JET_319GEV_82PB-1_DIF_ETQ2_BIN6 operation: 'null' + variants: + wo-lumi: + data_uncertainties: + - uncertainties_q2_et_wo-lumi.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/ZEUS_1JET_319GEV_82PB-1_DIF/uncertainties_q2_et_lumi.yaml b/nnpdf_data/nnpdf_data/commondata/ZEUS_1JET_319GEV_82PB-1_DIF/uncertainties_q2_et_lumi.yaml new file mode 100644 index 0000000000..421f9834a6 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ZEUS_1JET_319GEV_82PB-1_DIF/uncertainties_q2_et_lumi.yaml @@ -0,0 +1,36 @@ +definitions: + lumi: + description: luminosity uncertainty + treatment: MULT + type: CORR +bins: +- lumi: 0.72534 +- lumi: 0.286 +- lumi: 0.08162 +- lumi: 0.01837 +- lumi: 0.000352 +- lumi: 0.4048 +- lumi: 0.19228 +- lumi: 0.0726 +- lumi: 0.019558 +- lumi: 5.32400000e-04 +- lumi: 0.19338 +- lumi: 0.10318 +- lumi: 0.049258 +- lumi: 0.015422 +- lumi: 0.000737 +- lumi: 0.0726 +- lumi: 0.04367 +- lumi: 0.02453 +- lumi: 0.010824 +- lumi: 5.78600000e-04 +- lumi: 0.028424 +- lumi: 0.018876 +- lumi: 0.013464 +- lumi: 0.005324 +- lumi: 0.000407 +- lumi: 0.00495 +- lumi: 0.005874 +- lumi: 0.002684 +- lumi: 0.00154 +- lumi: 2.50800000e-04 diff --git a/nnpdf_data/nnpdf_data/commondata/ZEUS_1JET_319GEV_82PB-1_DIF/uncertainties_q2_et.yaml b/nnpdf_data/nnpdf_data/commondata/ZEUS_1JET_319GEV_82PB-1_DIF/uncertainties_q2_et_wo-lumi.yaml similarity index 100% rename from nnpdf_data/nnpdf_data/commondata/ZEUS_1JET_319GEV_82PB-1_DIF/uncertainties_q2_et.yaml rename to nnpdf_data/nnpdf_data/commondata/ZEUS_1JET_319GEV_82PB-1_DIF/uncertainties_q2_et_wo-lumi.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/ZEUS_2JET_319GEV_374PB-1_DIF/filter.py b/nnpdf_data/nnpdf_data/commondata/ZEUS_2JET_319GEV_374PB-1_DIF/filter.py index 39dd81f9b7..b1f66b83ea 100644 --- a/nnpdf_data/nnpdf_data/commondata/ZEUS_2JET_319GEV_374PB-1_DIF/filter.py +++ b/nnpdf_data/nnpdf_data/commondata/ZEUS_2JET_319GEV_374PB-1_DIF/filter.py @@ -2,6 +2,7 @@ from nnpdf_data.filter_utils.utils import prettify_float from nnpdf_data.filter_utils.utils import symmetrize_errors as se +from nnpdf_data.filter_utils.utils import uncert_skip_variant as usv yaml.add_representer(float, prettify_float) @@ -84,6 +85,7 @@ def processData(): ) value_delta = value_delta + se_delta error_value['jet_es'] = se_sigma + error_value['lumi'] = 0.025 * data_central_value data_central_value = data_central_value + value_delta data_central_q2_et.append(data_central_value) error_q2_et.append(error_value) @@ -96,6 +98,7 @@ def processData(): 'treatment': 'MULT', 'type': 'CORR', }, + 'lumi': {'description': 'luminosity uncertainty', 'treatment': 'MULT', 'type': 'CORR'}, } data_central_q2_et_yaml = {'data_central': data_central_q2_et} @@ -113,3 +116,10 @@ def processData(): processData() + +usv( + 'uncertainties_q2_et.yaml', + 'uncertainties_q2_et_wo-lumi.yaml', + 'uncertainties_q2_et_lumi.yaml', + 'lumi', +) diff --git a/nnpdf_data/nnpdf_data/commondata/ZEUS_2JET_319GEV_374PB-1_DIF/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/ZEUS_2JET_319GEV_374PB-1_DIF/metadata.yaml index 7746826438..573bb0c0e1 100644 --- a/nnpdf_data/nnpdf_data/commondata/ZEUS_2JET_319GEV_374PB-1_DIF/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/ZEUS_2JET_319GEV_374PB-1_DIF/metadata.yaml @@ -12,8 +12,8 @@ hepdata: url: "https://www.hepdata.net/record/ins875006" version: 1 -version: 1 -version_comment: "NA" +version: 2 +version_comment: "Separated luminosity uncertainty" implemented_observables: @@ -30,7 +30,8 @@ implemented_observables: file: kinematics_q2_et.yaml data_central: data_q2_et.yaml data_uncertainties: - - uncertainties_q2_et.yaml + - uncertainties_q2_et_wo-lumi.yaml + - uncertainties_q2_et_lumi.yaml kinematic_coverage: [ET, Q2, sqrts] plotting: kinematics_override: identity @@ -49,3 +50,7 @@ implemented_observables: - ZEUS_2JET_319GEV_374PB-1_DIF_ETQ2_BIN5 - ZEUS_2JET_319GEV_374PB-1_DIF_ETQ2_BIN6 operation: 'null' + variants: + wo-lumi: + data_uncertainties: + - uncertainties_q2_et_wo-lumi.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/ZEUS_2JET_319GEV_374PB-1_DIF/uncertainties_q2_et_lumi.yaml b/nnpdf_data/nnpdf_data/commondata/ZEUS_2JET_319GEV_374PB-1_DIF/uncertainties_q2_et_lumi.yaml new file mode 100644 index 0000000000..ebda32fcaa --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ZEUS_2JET_319GEV_374PB-1_DIF/uncertainties_q2_et_lumi.yaml @@ -0,0 +1,28 @@ +definitions: + lumi: + description: luminosity uncertainty + treatment: MULT + type: CORR +bins: +- lumi: 0.12625 +- lumi: 0.034625 +- lumi: 0.0073 +- lumi: 6.02500000e-04 +- lumi: 0.073425 +- lumi: 0.02495 +- lumi: 0.005375 +- lumi: 4.87500000e-04 +- lumi: 0.03755 +- lumi: 0.015725 +- lumi: 4.16250000e-03 +- lumi: 0.000485 +- lumi: 0.017525 +- lumi: 0.0088 +- lumi: 2.35750000e-03 +- lumi: 0.00034 +- lumi: 0.00875 +- lumi: 2.97750000e-03 +- lumi: 0.00026 +- lumi: 2.48750000e-03 +- lumi: 0.000885 +- lumi: 9.2e-05 diff --git a/nnpdf_data/nnpdf_data/commondata/ZEUS_2JET_319GEV_374PB-1_DIF/uncertainties_q2_et.yaml b/nnpdf_data/nnpdf_data/commondata/ZEUS_2JET_319GEV_374PB-1_DIF/uncertainties_q2_et_wo-lumi.yaml similarity index 100% rename from nnpdf_data/nnpdf_data/commondata/ZEUS_2JET_319GEV_374PB-1_DIF/uncertainties_q2_et.yaml rename to nnpdf_data/nnpdf_data/commondata/ZEUS_2JET_319GEV_374PB-1_DIF/uncertainties_q2_et_wo-lumi.yaml diff --git a/nnpdf_data/nnpdf_data/filter_utils/utils.py b/nnpdf_data/nnpdf_data/filter_utils/utils.py index e38dacb70a..783bcc4e91 100644 --- a/nnpdf_data/nnpdf_data/filter_utils/utils.py +++ b/nnpdf_data/nnpdf_data/filter_utils/utils.py @@ -12,7 +12,10 @@ outputs. """ +import copy from math import sqrt +import os +import shutil import numpy as np from numpy.linalg import eig @@ -421,3 +424,53 @@ def prettify_float(dumper, value): ret_str = f"{value:.8e}" ret = dumper.represent_scalar('tag:yaml.org,2002:float', ret_str) return ret + + +def uncert_skip_variant(source_file, skip_file, uncert_file, uncert_name, remove_source=True): + r""" + Create two new uncertainty files, one where the specified uncertainty + is skipped, and one with only the specified uncertainty. + + This function should necessarily be used in the filter.py file only + after the main uncertainty file has been created and saved. To ensure + that the filter.py file works for everyone, the source_file and + destination_file should be just the file names and not the full path. + + Parameters + ---------- + source_file : str + The name of the original uncertainty file + skip_file : str + The name of the uncertainty file where the uncertainty is skipped + uncert_file : str + The name of the uncertainty file where only the specified uncertainty is present + uncert_name : str + The name of the uncertainty to be skipped + remove_source : bool + If True, the source_file will be removed after the operation is complete + """ + shutil.copy(source_file, skip_file) + with open(skip_file, 'r') as file: + content = yaml.safe_load(file) + + yaml.add_representer(float, prettify_float) + content_uncert = {} + + if 'definitions' in content and uncert_name in content['definitions']: + content_uncert['definitions'] = {uncert_name: copy.deepcopy(content['definitions'][uncert_name])} + content_uncert['bins'] = {} + bins = [] + for i in range(len(content['bins'])): + bins.append({uncert_name: copy.deepcopy(content['bins'][i][uncert_name])}) + content_uncert['bins'] = bins + + del content['definitions'][uncert_name] + for i in range(len(content['bins'])): + del content['bins'][i][uncert_name] + + with open(skip_file, 'w') as file: + yaml.dump(content, file, sort_keys=False) + with open(uncert_file, 'w') as file: + yaml.dump(content_uncert, file, sort_keys=False) + if remove_source: + os.remove(source_file)