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diff --git a/docs/dev/_images/sphx_glr_plot_sine_temporal_thumb.png b/docs/dev/_images/sphx_glr_plot_sine_temporal_thumb.png
diff --git a/docs/dev/_images/sphx_glr_priors_002.png b/docs/dev/_images/sphx_glr_priors_002.png
diff --git a/docs/dev/_images/sphx_glr_priors_004.png b/docs/dev/_images/sphx_glr_priors_004.png
diff --git a/docs/dev/_images/sphx_glr_simulate_3d_001.png b/docs/dev/_images/sphx_glr_simulate_3d_001.png
diff --git a/docs/dev/_images/sphx_glr_simulate_3d_002.png b/docs/dev/_images/sphx_glr_simulate_3d_002.png
diff --git a/docs/dev/_images/sphx_glr_simulate_3d_thumb.png b/docs/dev/_images/sphx_glr_simulate_3d_thumb.png
diff --git a/docs/dev/_images/sphx_glr_spectral_analysis_rad_max_005.png b/docs/dev/_images/sphx_glr_spectral_analysis_rad_max_005.png
diff --git a/docs/dev/_modules/gammapy/estimators/utils.html b/docs/dev/_modules/gammapy/estimators/utils.html
@@ -1525,7 +1525,7 @@ <h1>Source code for gammapy.estimators.utils</h1><div class="highlight"><pre>
             <span class="k">if</span> <span class="n">k</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
                 <span class="n">stat_scan</span> <span class="o">=</span> <span class="n">map_stat_scan</span>
             <span class="k">else</span><span class="p">:</span>
-                <span class="n">stat_scan</span> <span class="o">+=</span> <span class="n">map_stat_scan</span>
+                <span class="n">stat_scan</span><span class="o">.</span><span class="n">data</span> <span class="o">+=</span> <span class="n">map_stat_scan</span><span class="o">.</span><span class="n">data</span>
 
         <span class="k">return</span> <span class="n">get_flux_map_from_profile</span><span class="p">(</span>
             <span class="p">{</span><span class="s2">&quot;stat_scan&quot;</span><span class="p">:</span> <span class="n">stat_scan</span><span class="p">},</span>

diff --git a/docs/dev/_sources/sg_execution_times.rst.txt b/docs/dev/_sources/sg_execution_times.rst.txt
diff --git a/docs/dev/_sources/tutorials/analysis-1d/cta_sensitivity.rst.txt b/docs/dev/_sources/tutorials/analysis-1d/cta_sensitivity.rst.txt
@@ -119,7 +119,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.3.dev1060+g56154abe4 
+            version                : 1.3.dev1065+g993f9b602 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 

diff --git a/docs/dev/_sources/tutorials/analysis-1d/ebl.rst.txt b/docs/dev/_sources/tutorials/analysis-1d/ebl.rst.txt
@@ -352,7 +352,7 @@ compound model.
 
     SkyModel
 
-      Name                      : r5dhMezQ
+      Name                      : 9XC4kArR
       Datasets names            : None
       Spectral model type       : CompoundSpectralModel
       Spatial  model type       : 
@@ -367,7 +367,7 @@ compound model.
 
     SkyModel
 
-      Name                      : l8jnFl-y
+      Name                      : gU_YuvN4
       Datasets names            : None
       Spectral model type       : PowerLawSpectralModel
       Spatial  model type       : 

diff --git a/docs/dev/_sources/tutorials/analysis-1d/extended_source_spectral_analysis.rst.txt b/docs/dev/_sources/tutorials/analysis-1d/extended_source_spectral_analysis.rst.txt
@@ -164,7 +164,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.3.dev1060+g56154abe4 
+            version                : 1.3.dev1065+g993f9b602 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 

diff --git a/docs/dev/_sources/tutorials/analysis-1d/sed_fitting.rst.txt b/docs/dev/_sources/tutorials/analysis-1d/sed_fitting.rst.txt
@@ -162,7 +162,7 @@ attribute:
 
     <div class="output_subarea output_html rendered_html output_result">
     <div><i>Table length=5</i>
-    <table id="table139736677580032" class="table-striped table-bordered table-condensed">
+    <table id="table140178958115792" class="table-striped table-bordered table-condensed">
     <thead><tr><th>e_ref</th><th>e_min</th><th>e_max</th><th>dnde</th><th>dnde_errp</th><th>dnde_errn</th><th>dnde_ul</th><th>sqrt_ts</th><th>is_ul</th></tr></thead>
     <thead><tr><th>GeV</th><th>GeV</th><th>GeV</th><th>1 / (cm2 GeV s)</th><th>1 / (cm2 GeV s)</th><th>1 / (cm2 GeV s)</th><th>1 / (cm2 GeV s)</th><th></th><th></th></tr></thead>
     <thead><tr><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float32</th><th>bool</th></tr></thead>

diff --git a/docs/dev/_sources/tutorials/analysis-1d/sg_execution_times.rst.txt b/docs/dev/_sources/tutorials/analysis-1d/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**01:24.020** total execution time for 8 files **from tutorials/analysis-1d**:
+**01:24.437** total execution time for 8 files **from tutorials/analysis-1d**:
 
 .. container::
 
@@ -33,25 +33,25 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_tutorials_analysis-1d_spectral_analysis.py` (``spectral_analysis.py``)
-     - 00:45.624
+     - 00:45.553
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-1d_spectral_analysis_hli.py` (``spectral_analysis_hli.py``)
-     - 00:08.239
+     - 00:08.493
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-1d_spectrum_simulation.py` (``spectrum_simulation.py``)
-     - 00:07.358
+     - 00:07.526
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-1d_ebl.py` (``ebl.py``)
-     - 00:07.233
+     - 00:07.262
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-1d_sed_fitting.py` (``sed_fitting.py``)
-     - 00:05.502
+     - 00:05.446
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-1d_spectral_analysis_rad_max.py` (``spectral_analysis_rad_max.py``)
-     - 00:04.600
+     - 00:04.626
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-1d_extended_source_spectral_analysis.py` (``extended_source_spectral_analysis.py``)
-     - 00:04.533
+     - 00:04.600
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-1d_cta_sensitivity.py` (``cta_sensitivity.py``)
      - 00:00.931

diff --git a/docs/dev/_sources/tutorials/analysis-1d/spectral_analysis.rst.txt b/docs/dev/_sources/tutorials/analysis-1d/spectral_analysis.rst.txt
@@ -206,7 +206,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.3.dev1060+g56154abe4 
+            version                : 1.3.dev1065+g993f9b602 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -1216,7 +1216,7 @@ tutorial.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 45.624 seconds)
+   **Total running time of the script:** (0 minutes 45.553 seconds)
 
 
 .. _sphx_glr_download_tutorials_analysis-1d_spectral_analysis.py:

diff --git a/docs/dev/_sources/tutorials/analysis-1d/spectral_analysis_hli.rst.txt b/docs/dev/_sources/tutorials/analysis-1d/spectral_analysis_hli.rst.txt
@@ -150,7 +150,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.3.dev1060+g56154abe4 
+            version                : 1.3.dev1065+g993f9b602 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -350,8 +350,8 @@ Here is what the configuration for our analysis looks like:
             parameters:
                 selection_optional: all
         metadata:
-            creator: Gammapy 1.3.dev1060+g56154abe4
-            date: '2024-10-04T11:51:50.788888'
+            creator: Gammapy 1.3.dev1065+g993f9b602
+            date: '2024-10-04T14:19:23.944904'
             origin: null
     
 
@@ -571,8 +571,8 @@ One can export/import the `~gammapy.analysis.AnalysisConfig` to/from a YAML file
             parameters:
                 selection_optional: all
         metadata:
-            creator: Gammapy 1.3.dev1060+g56154abe4
-            date: '2024-10-04T11:51:50.813630'
+            creator: Gammapy 1.3.dev1065+g993f9b602
+            date: '2024-10-04T14:19:23.970427'
             origin: null
     
 
@@ -1107,8 +1107,8 @@ This is how we can write the model back to file again:
                 unit: TeV
     covariance: model-best-fit_covariance.dat
     metadata:
-        creator: Gammapy 1.3.dev1060+g56154abe4
-        date: '2024-10-04T11:51:54.342555'
+        creator: Gammapy 1.3.dev1065+g993f9b602
+        date: '2024-10-04T14:19:27.668224'
         origin: null
 
 

diff --git a/docs/dev/_sources/tutorials/analysis-1d/spectral_analysis_rad_max.rst.txt b/docs/dev/_sources/tutorials/analysis-1d/spectral_analysis_rad_max.rst.txt
@@ -206,7 +206,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.3.dev1060+g56154abe4 
+            version                : 1.3.dev1065+g993f9b602 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -749,10 +749,10 @@ provide a good distribution of the background.
       result = super().__array_ufunc__(function, method, *arrays, **kwargs)
       model   type    name     value         unit      ... frozen is_norm link prior
     --------- ---- --------- ---------- -------------- ... ------ ------- ---- -----
-    simulated      amplitude 4.0403e-11 cm-2 s-1 TeV-1 ...  False    True           
+    simulated      amplitude 4.3259e-11 cm-2 s-1 TeV-1 ...  False    True           
     simulated      reference 1.0000e+00            TeV ...   True   False           
-    simulated          alpha 2.4402e+00                ...  False   False           
-    simulated           beta 7.8525e-02                ...  False   False           
+    simulated          alpha 2.7900e+00                ...  False   False           
+    simulated           beta 3.5033e-01                ...  False   False           
 
 
 

diff --git a/docs/dev/_sources/tutorials/analysis-1d/spectrum_simulation.rst.txt b/docs/dev/_sources/tutorials/analysis-1d/spectrum_simulation.rst.txt
@@ -142,7 +142,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.3.dev1060+g56154abe4 
+            version                : 1.3.dev1065+g993f9b602 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -411,14 +411,14 @@ dealing with simulations based on observations of real off counts.
     SpectrumDatasetOnOff
     --------------------
 
-      Name                            : G5R8gw8M 
+      Name                            : 60RVqYBw 
 
-      Total counts                    : 264 
-      Total background counts         : 21.20
-      Total excess counts             : 242.80
+      Total counts                    : 310 
+      Total background counts         : 24.20
+      Total excess counts             : 285.80
 
-      Predicted counts                : 301.93
-      Predicted background counts     : 20.56
+      Predicted counts                : 305.53
+      Predicted background counts     : 24.16
       Predicted excess counts         : 281.37
 
       Exposure min                    : 2.53e+08 m2 s
@@ -428,7 +428,7 @@ dealing with simulations based on observations of real off counts.
       Number of fit bins              : 9 
 
       Fit statistic type              : wstat
-      Fit statistic value (-2 log(L)) : 15.27
+      Fit statistic value (-2 log(L)) : 7.39
 
       Number of models                : 1 
       Number of parameters            : 3
@@ -446,7 +446,7 @@ dealing with simulations based on observations of real off counts.
           amplitude                     :   2.50e-12   +/- 0.0e+00 1 / (cm2 s TeV)
           reference             (frozen):      1.000       TeV         
   
-        Total counts_off                : 106 
+        Total counts_off                : 121 
       Acceptance                      : 9 
       Acceptance off                  : 45 
 

diff --git a/docs/dev/_sources/tutorials/analysis-2d/detect.rst.txt b/docs/dev/_sources/tutorials/analysis-2d/detect.rst.txt
@@ -124,7 +124,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.3.dev1060+g56154abe4 
+            version                : 1.3.dev1065+g993f9b602 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -508,7 +508,7 @@ Here’s some suggestions what to do next:
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 21.192 seconds)
+   **Total running time of the script:** (0 minutes 21.272 seconds)
 
 
 .. _sphx_glr_download_tutorials_analysis-2d_detect.py:

diff --git a/docs/dev/_sources/tutorials/analysis-2d/modeling_2D.rst.txt b/docs/dev/_sources/tutorials/analysis-2d/modeling_2D.rst.txt
@@ -124,7 +124,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.3.dev1060+g56154abe4 
+            version                : 1.3.dev1065+g993f9b602 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -342,8 +342,8 @@ analysis as *3D*, and define the geometry of the analysis.
             parameters:
                 selection_optional: all
         metadata:
-            creator: Gammapy 1.3.dev1060+g56154abe4
-            date: '2024-10-04T11:52:33.097433'
+            creator: Gammapy 1.3.dev1065+g993f9b602
+            date: '2024-10-04T14:20:06.820971'
             origin: null
     
 

diff --git a/docs/dev/_sources/tutorials/analysis-2d/ring_background.rst.txt b/docs/dev/_sources/tutorials/analysis-2d/ring_background.rst.txt
@@ -125,7 +125,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.3.dev1060+g56154abe4 
+            version                : 1.3.dev1065+g993f9b602 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -325,8 +325,8 @@ MSH 1552
             parameters:
                 selection_optional: all
         metadata:
-            creator: Gammapy 1.3.dev1060+g56154abe4
-            date: '2024-10-04T11:52:38.984491'
+            creator: Gammapy 1.3.dev1065+g993f9b602
+            date: '2024-10-04T14:20:12.796269'
             origin: null
     
 
@@ -476,8 +476,8 @@ create the config
             parameters:
                 selection_optional: all
         metadata:
-            creator: Gammapy 1.3.dev1060+g56154abe4
-            date: '2024-10-04T11:52:39.044301'
+            creator: Gammapy 1.3.dev1065+g993f9b602
+            date: '2024-10-04T14:20:12.854605'
             origin: null
     
 
@@ -776,7 +776,7 @@ to be a standard normal distribution.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 12.281 seconds)
+   **Total running time of the script:** (0 minutes 12.542 seconds)
 
 
 .. _sphx_glr_download_tutorials_analysis-2d_ring_background.py:

diff --git a/docs/dev/_sources/tutorials/analysis-2d/sg_execution_times.rst.txt b/docs/dev/_sources/tutorials/analysis-2d/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:39.178** total execution time for 3 files **from tutorials/analysis-2d**:
+**00:39.625** total execution time for 3 files **from tutorials/analysis-2d**:
 
 .. container::
 
@@ -33,11 +33,11 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_tutorials_analysis-2d_detect.py` (``detect.py``)
-     - 00:21.192
+     - 00:21.272
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-2d_ring_background.py` (``ring_background.py``)
-     - 00:12.281
+     - 00:12.542
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-2d_modeling_2D.py` (``modeling_2D.py``)
-     - 00:05.705
+     - 00:05.811
      - 0.0