diff --git a/R/OSPEAD-dry-run.R b/R/OSPEAD-dry-run.R index b4a95f8..049fda8 100644 --- a/R/OSPEAD-dry-run.R +++ b/R/OSPEAD-dry-run.R @@ -5,6 +5,8 @@ # install.packages("future.apply") # install.packages("RColorBrewer") # install.packages("VGAM") +# install.packages("huxtable") +library(huxtable) xmr.Moser <- as.data.frame(readr::read_csv("data-raw/log_spend_times.csv.xz")) # Data from Moser et al. (2018) "An Empirical Analysis of Traceability in the Monero Blockchain" @@ -230,12 +232,12 @@ results.mix <- future.apply::future_lapply(1:nrow(run.iters.mix), function(iter) # NOTE: Naming is crucial and order matters start.params.optim <- c(0, - results[[which( + results.simple[[which( names(run.iters$f_D) == paste0("f_D.", mixture.name[1]) & names(run.iters$L) == names(run.iters.mix$L[iter]) & run.iters$flavor == run.iters.mix$flavor[iter] )]]$par, - results[[which( + results.simple[[which( names(run.iters$f_D) == paste0("f_D.", mixture.name[2]) & names(run.iters$L) == names(run.iters.mix$L[iter]) & run.iters$flavor == run.iters.mix$flavor[iter] @@ -283,7 +285,7 @@ results.periodic <- future.apply::future_lapply(1:nrow(run.iters.periodic), func L.fun <- run.iters.periodic$L[[iter]] flavor <- run.iters.periodic$flavor[[iter]] start.params.optim <- c( - results[[which( + results.simple[[which( names(run.iters$f_D) == "f_D.lgamma" & names(run.iters$L) == names(run.iters.periodic$L[iter]) & run.iters$flavor == run.iters.periodic$flavor[iter] @@ -345,10 +347,43 @@ for (family in families) { run.iters.results +write.csv(run.iters.results, "tables/dry-run/performance.csv", row.names = FALSE) +hux.run.iters.results <- run.iters.results +hux.run.iters.results$flavor[hux.run.iters.results$flavor == 0] <- NA -write.csv(run.iters.results, "tables/dry-run/performance.csv", row.names = FALSE) +colnames(hux.run.iters.results) <- c("Loss function", "Loss function parameter", "Log-gamma", "F", "Right-Pareto Log-normal", "Generalized Extreme Value", "Log-gamma + F mix", "Log-gamma + GEV mix", "Log-gamma + Laplace Periodic") + +hux.run.iters.results <- huxtable::as_hux(hux.run.iters.results) +hux.run.iters.results <- t(hux.run.iters.results) +hux.run.iters.results <- huxtable::set_bottom_border(hux.run.iters.results, row = 2) +hux.run.iters.results <- huxtable::set_align(hux.run.iters.results, col = 1, value = "left") +hux.run.iters.results <- huxtable::set_number_format(hux.run.iters.results, row = 3:9, col = 2:5, value = 4) + +YlGn.colors <- rev(RColorBrewer::brewer.pal(7, "YlGn")) + +for (iter in 1:5) { + if (iter == 5) { + hux.run.iters.results <- huxtable::set_background_color(hux.run.iters.results, + col = 1 + iter, row = order(unlist(run.iters.results[iter, 3:6])) + 2, value = YlGn.colors[1:4]) + } else { + hux.run.iters.results <- huxtable::set_background_color(hux.run.iters.results, + col = 1 + iter, row = order(unlist(run.iters.results[iter, 3:9])) + 2, value = YlGn.colors) + } +} + +hux.run.iters.results <- huxtable::add_footnote(hux.run.iters.results, + text = "Note: Values should be compared down columns. Lower values (darker green) indicate better performance. MLE value is Akaike Information Criterion (AIC).") + +hux.run.iters.results <- huxtable::set_wrap(hux.run.iters.results, col = 1, row = 1:(nrow(hux.run.iters.results) - 1), value = FALSE) + +width(hux.run.iters.results) <- 1 +# Makes the cells wrap + +hux.run.iters.results <- huxtable::set_col_width(hux.run.iters.results, col = 2:6, value = (1/ncol(hux.run.iters.results)) * 0.8) + +cat(huxtable::to_latex(hux.run.iters.results), file = "tables/dry-run/performance.tex") @@ -385,6 +420,39 @@ minimizer.params write.csv(minimizer.params, "tables/dry-run/minimizer-params.csv", row.names = FALSE) +hux.minimizer.params <- minimizer.params + +hux.minimizer.params$f_D <- distn.name.converter[match(hux.minimizer.params$f_D, + gsub("f_D.", "", names(distn.name.converter)))] + +colnames(hux.minimizer.params) <- c("Distribution", "Loss fn", "Loss fn param", "param_1", "param_2", "param_3") + +hux.minimizer.params <- huxtable::as_hux(hux.minimizer.params) + +hux.minimizer.params <- huxtable::set_wrap(hux.minimizer.params, col = 1, row = 1:(nrow(hux.minimizer.params)), value = FALSE) + +width(hux.minimizer.params) <- 0.95 + +hux.minimizer.params <- huxtable::add_footnote(hux.minimizer.params, + text = "F Distribution: param_1 is first degree of freedom parameter; param_2 is second degree of freedom parameter; param_3 is non-centrality parameter.") + +hux.minimizer.params <- huxtable::add_footnote(hux.minimizer.params, + text = "Generalized Extreme Value Distribution: param_1 is location parameter; param_2 is scale parameter; param_3 is shape parameter.") + +hux.minimizer.params <- huxtable::add_footnote(hux.minimizer.params, + text = "Log-gamma Distribution: param_1 is shape parameter; param_2 is rate parameter.") + +hux.minimizer.params <- huxtable::add_footnote(hux.minimizer.params, + text = "Right-Pareto Log-normal Distribution: param_1 is shape parameter; param_2 is mean parameter; param_3 is variance parameter.") + +hux.minimizer.params <- huxtable::add_footnote(hux.minimizer.params, + text = "Mixture distributions are omitted from this table.") + + +cat(huxtable::to_latex(hux.minimizer.params), file = "tables/dry-run/minimizer-params.tex") + + + run.iters.obj.fn <- unique(run.iters[, c("L", "flavor")]) run.iters.obj.fn$L <- names(run.iters.obj.fn$L) run.iters.obj.fn$title <- vector(mode = "list", length = nrow(run.iters.obj.fn)) diff --git a/images/dry-run/estimate-div-target/estimate-div-target-L_FGT-flavor-1.png b/images/dry-run/estimate-div-target/estimate-div-target-L_FGT-flavor-1.png index 0a931e5..eb18c82 100644 Binary files a/images/dry-run/estimate-div-target/estimate-div-target-L_FGT-flavor-1.png and b/images/dry-run/estimate-div-target/estimate-div-target-L_FGT-flavor-1.png differ diff --git a/images/dry-run/estimate-div-target/estimate-div-target-L_FGT-flavor-2.png b/images/dry-run/estimate-div-target/estimate-div-target-L_FGT-flavor-2.png index b1e56ea..66e77f9 100644 Binary files a/images/dry-run/estimate-div-target/estimate-div-target-L_FGT-flavor-2.png and b/images/dry-run/estimate-div-target/estimate-div-target-L_FGT-flavor-2.png differ diff --git a/images/dry-run/estimate-div-target/estimate-div-target-L_Welfare-flavor-0.5.png b/images/dry-run/estimate-div-target/estimate-div-target-L_Welfare-flavor-0.5.png index a0f79fb..e5f0d8d 100644 Binary files a/images/dry-run/estimate-div-target/estimate-div-target-L_Welfare-flavor-0.5.png and b/images/dry-run/estimate-div-target/estimate-div-target-L_Welfare-flavor-0.5.png differ diff --git a/images/dry-run/estimate-div-target/estimate-div-target-L_Welfare-flavor-1.png b/images/dry-run/estimate-div-target/estimate-div-target-L_Welfare-flavor-1.png index e767fd7..b0366e4 100644 Binary files a/images/dry-run/estimate-div-target/estimate-div-target-L_Welfare-flavor-1.png and b/images/dry-run/estimate-div-target/estimate-div-target-L_Welfare-flavor-1.png differ diff --git a/images/dry-run/estimate/estimate-L_FGT-flavor-1.png b/images/dry-run/estimate/estimate-L_FGT-flavor-1.png index 76b0886..8985f5e 100644 Binary files a/images/dry-run/estimate/estimate-L_FGT-flavor-1.png and b/images/dry-run/estimate/estimate-L_FGT-flavor-1.png differ diff --git a/images/dry-run/estimate/estimate-L_FGT-flavor-2.png b/images/dry-run/estimate/estimate-L_FGT-flavor-2.png index ff66e44..76f4716 100644 Binary files a/images/dry-run/estimate/estimate-L_FGT-flavor-2.png and b/images/dry-run/estimate/estimate-L_FGT-flavor-2.png differ diff --git a/images/dry-run/estimate/estimate-L_Welfare-flavor-0.5.png b/images/dry-run/estimate/estimate-L_Welfare-flavor-0.5.png index c808869..04930ca 100644 Binary files a/images/dry-run/estimate/estimate-L_Welfare-flavor-0.5.png and b/images/dry-run/estimate/estimate-L_Welfare-flavor-0.5.png differ diff --git a/images/dry-run/estimate/estimate-L_Welfare-flavor-1.png b/images/dry-run/estimate/estimate-L_Welfare-flavor-1.png index d4997e5..258d826 100644 Binary files a/images/dry-run/estimate/estimate-L_Welfare-flavor-1.png and b/images/dry-run/estimate/estimate-L_Welfare-flavor-1.png differ diff --git a/tables/dry-run/minimizer-params.tex b/tables/dry-run/minimizer-params.tex new file mode 100644 index 0000000..474e9b6 --- /dev/null +++ b/tables/dry-run/minimizer-params.tex @@ -0,0 +1,280 @@ + + \providecommand{\huxb}[2]{\arrayrulecolor[RGB]{#1}\global\arrayrulewidth=#2pt} + \providecommand{\huxvb}[2]{\color[RGB]{#1}\vrule width #2pt} + \providecommand{\huxtpad}[1]{\rule{0pt}{#1}} + \providecommand{\huxbpad}[1]{\rule[-#1]{0pt}{#1}} + +\begin{table}[ht] +\begin{centerbox} +\begin{threeparttable} + \setlength{\tabcolsep}{0pt} +\begin{tabularx}{0.95\textwidth}{p{0.158333333333333\textwidth} p{0.158333333333333\textwidth} p{0.158333333333333\textwidth} p{0.158333333333333\textwidth} p{0.158333333333333\textwidth} p{0.158333333333333\textwidth}} + + +\hhline{} +\arrayrulecolor{black} + +\multicolumn{1}{!{\huxvb{0, 0, 0}{0}}l!{\huxvb{0, 0, 0}{0}}}{\huxtpad{6pt + 1em}\raggedright \hspace{6pt} Distribution \hspace{6pt}\huxbpad{6pt}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedright Loss fn\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft Loss fn param\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft param\_1\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft param\_2\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft param\_3\huxbpad{6pt}}} \tabularnewline[-0.5pt] + + +\hhline{} +\arrayrulecolor{black} + +\multicolumn{1}{!{\huxvb{0, 0, 0}{0}}l!{\huxvb{0, 0, 0}{0}}}{\huxtpad{6pt + 1em}\raggedright \hspace{6pt} F \hspace{6pt}\huxbpad{6pt}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedright L\_FGT\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 1\hphantom{0}\hphantom{0}\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 0.0258\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 0.471\hphantom{0}\hphantom{0}\hphantom{0}\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 7.26\huxbpad{6pt}}} \tabularnewline[-0.5pt] + + +\hhline{} +\arrayrulecolor{black} + +\multicolumn{1}{!{\huxvb{0, 0, 0}{0}}l!{\huxvb{0, 0, 0}{0}}}{\huxtpad{6pt + 1em}\raggedright \hspace{6pt} F \hspace{6pt}\huxbpad{6pt}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedright L\_FGT\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 2\hphantom{0}\hphantom{0}\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 0.0338\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 0.294\hphantom{0}\hphantom{0}\hphantom{0}\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 10.3\hphantom{0}\huxbpad{6pt}}} \tabularnewline[-0.5pt] + + +\hhline{} +\arrayrulecolor{black} + +\multicolumn{1}{!{\huxvb{0, 0, 0}{0}}l!{\huxvb{0, 0, 0}{0}}}{\huxtpad{6pt + 1em}\raggedright \hspace{6pt} F \hspace{6pt}\huxbpad{6pt}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedright L\_Welfare\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 0.5\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 0.0289\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 0.429\hphantom{0}\hphantom{0}\hphantom{0}\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 8.1\hphantom{0}\huxbpad{6pt}}} \tabularnewline[-0.5pt] + + +\hhline{} +\arrayrulecolor{black} + +\multicolumn{1}{!{\huxvb{0, 0, 0}{0}}l!{\huxvb{0, 0, 0}{0}}}{\huxtpad{6pt + 1em}\raggedright \hspace{6pt} F \hspace{6pt}\huxbpad{6pt}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedright L\_Welfare\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 1\hphantom{0}\hphantom{0}\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 0.0333\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 0.383\hphantom{0}\hphantom{0}\hphantom{0}\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 9.27\huxbpad{6pt}}} \tabularnewline[-0.5pt] + + +\hhline{} +\arrayrulecolor{black} + +\multicolumn{1}{!{\huxvb{0, 0, 0}{0}}l!{\huxvb{0, 0, 0}{0}}}{\huxtpad{6pt + 1em}\raggedright \hspace{6pt} F \hspace{6pt}\huxbpad{6pt}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedright L\_MLE\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 0\hphantom{0}\hphantom{0}\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 0.0473\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 0.685\hphantom{0}\hphantom{0}\hphantom{0}\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 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+\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 421\hphantom{0}\hphantom{0}\hphantom{0}\hphantom{0}\hphantom{0}\hphantom{0}\hphantom{0}\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 2.63\huxbpad{6pt}}} \tabularnewline[-0.5pt] + + +\hhline{} +\arrayrulecolor{black} + +\multicolumn{1}{!{\huxvb{0, 0, 0}{0}}l!{\huxvb{0, 0, 0}{0}}}{\huxtpad{6pt + 1em}\raggedright \hspace{6pt} Generalized Extreme Value \hspace{6pt}\huxbpad{6pt}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedright L\_FGT\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 2\hphantom{0}\hphantom{0}\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft -72.7\hphantom{0}\hphantom{0}\hphantom{0}\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 3.14e-29\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 5.74\huxbpad{6pt}}} \tabularnewline[-0.5pt] + + +\hhline{} +\arrayrulecolor{black} + +\multicolumn{1}{!{\huxvb{0, 0, 0}{0}}l!{\huxvb{0, 0, 0}{0}}}{\huxtpad{6pt + 1em}\raggedright \hspace{6pt} Generalized Extreme Value \hspace{6pt}\huxbpad{6pt}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedright L\_Welfare\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 0.5\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft -95.9\hphantom{0}\hphantom{0}\hphantom{0}\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 1.92e-18\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 3.88\huxbpad{6pt}}} \tabularnewline[-0.5pt] + + +\hhline{} +\arrayrulecolor{black} + +\multicolumn{1}{!{\huxvb{0, 0, 0}{0}}l!{\huxvb{0, 0, 0}{0}}}{\huxtpad{6pt + 1em}\raggedright \hspace{6pt} Generalized Extreme Value \hspace{6pt}\huxbpad{6pt}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedright L\_Welfare\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 1\hphantom{0}\hphantom{0}\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft -86.6\hphantom{0}\hphantom{0}\hphantom{0}\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 6.28e-15\huxbpad{6pt}}} & 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99.7\hphantom{0}\hphantom{0}\hphantom{0}\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 246\hphantom{0}\hphantom{0}\hphantom{0}\hphantom{0}\hphantom{0}\hphantom{0}\hphantom{0}\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 2.48\huxbpad{6pt}}} \tabularnewline[-0.5pt] + + +\hhline{} +\arrayrulecolor{black} + +\multicolumn{1}{!{\huxvb{0, 0, 0}{0}}l!{\huxvb{0, 0, 0}{0}}}{\huxtpad{6pt + 1em}\raggedright \hspace{6pt} Log-gamma \hspace{6pt}\huxbpad{6pt}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedright L\_FGT\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 1\hphantom{0}\hphantom{0}\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 6.48\hphantom{0}\hphantom{0}\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 0.894\hphantom{0}\hphantom{0}\hphantom{0}\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft \hphantom{0}\hphantom{0}\hphantom{0}\huxbpad{6pt}}} \tabularnewline[-0.5pt] + + +\hhline{} +\arrayrulecolor{black} + +\multicolumn{1}{!{\huxvb{0, 0, 0}{0}}l!{\huxvb{0, 0, 0}{0}}}{\huxtpad{6pt + 1em}\raggedright \hspace{6pt} Log-gamma \hspace{6pt}\huxbpad{6pt}} & 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\hphantom{0}\hphantom{0}\hphantom{0}\huxbpad{6pt}}} \tabularnewline[-0.5pt] + + +\hhline{} +\arrayrulecolor{black} + +\multicolumn{1}{!{\huxvb{0, 0, 0}{0}}l!{\huxvb{0, 0, 0}{0}}}{\huxtpad{6pt + 1em}\raggedright \hspace{6pt} Log-gamma \hspace{6pt}\huxbpad{6pt}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedright L\_Welfare\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 0.5\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 6.25\hphantom{0}\hphantom{0}\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 0.852\hphantom{0}\hphantom{0}\hphantom{0}\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft \hphantom{0}\hphantom{0}\hphantom{0}\huxbpad{6pt}}} \tabularnewline[-0.5pt] + + +\hhline{} +\arrayrulecolor{black} + +\multicolumn{1}{!{\huxvb{0, 0, 0}{0}}l!{\huxvb{0, 0, 0}{0}}}{\huxtpad{6pt + 1em}\raggedright \hspace{6pt} Log-gamma \hspace{6pt}\huxbpad{6pt}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedright L\_Welfare\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 1\hphantom{0}\hphantom{0}\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 5.79\hphantom{0}\hphantom{0}\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 0.76\hphantom{0}\hphantom{0}\hphantom{0}\hphantom{0}\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft \hphantom{0}\hphantom{0}\hphantom{0}\huxbpad{6pt}}} \tabularnewline[-0.5pt] + + +\hhline{} +\arrayrulecolor{black} + +\multicolumn{1}{!{\huxvb{0, 0, 0}{0}}l!{\huxvb{0, 0, 0}{0}}}{\huxtpad{6pt + 1em}\raggedright \hspace{6pt} Log-gamma \hspace{6pt}\huxbpad{6pt}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedright L\_MLE\huxbpad{6pt}}} & 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1em}\raggedright \hspace{6pt} Right-Pareto Log-normal \hspace{6pt}\huxbpad{6pt}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedright L\_FGT\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 1\hphantom{0}\hphantom{0}\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 0.235\hphantom{0}\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 4.12\hphantom{0}\hphantom{0}\hphantom{0}\hphantom{0}\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 1.38\huxbpad{6pt}}} \tabularnewline[-0.5pt] + + +\hhline{} +\arrayrulecolor{black} + +\multicolumn{1}{!{\huxvb{0, 0, 0}{0}}l!{\huxvb{0, 0, 0}{0}}}{\huxtpad{6pt + 1em}\raggedright \hspace{6pt} Right-Pareto Log-normal \hspace{6pt}\huxbpad{6pt}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedright L\_FGT\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 2\hphantom{0}\hphantom{0}\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 0.133\hphantom{0}\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 3.79\hphantom{0}\hphantom{0}\hphantom{0}\hphantom{0}\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 1.21\huxbpad{6pt}}} \tabularnewline[-0.5pt] + + +\hhline{} +\arrayrulecolor{black} + +\multicolumn{1}{!{\huxvb{0, 0, 0}{0}}l!{\huxvb{0, 0, 0}{0}}}{\huxtpad{6pt + 1em}\raggedright \hspace{6pt} Right-Pareto Log-normal \hspace{6pt}\huxbpad{6pt}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedright L\_Welfare\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 0.5\huxbpad{6pt}}} & 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L\_Welfare\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 1\hphantom{0}\hphantom{0}\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 0.18\hphantom{0}\hphantom{0}\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 3.92\hphantom{0}\hphantom{0}\hphantom{0}\hphantom{0}\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 1.25\huxbpad{6pt}}} \tabularnewline[-0.5pt] + + +\hhline{} +\arrayrulecolor{black} + +\multicolumn{1}{!{\huxvb{0, 0, 0}{0}}l!{\huxvb{0, 0, 0}{0}}}{\huxtpad{6pt + 1em}\raggedright \hspace{6pt} Right-Pareto Log-normal \hspace{6pt}\huxbpad{6pt}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedright L\_MLE\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 0\hphantom{0}\hphantom{0}\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 0.444\hphantom{0}\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 4.99\hphantom{0}\hphantom{0}\hphantom{0}\hphantom{0}\huxbpad{6pt}}} & +\multicolumn{1}{p{0.158333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.158333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 1.83\huxbpad{6pt}}} \tabularnewline[-0.5pt] + + +\hhline{>{\huxb{0, 0, 0}{0.8}}->{\huxb{0, 0, 0}{0.8}}->{\huxb{0, 0, 0}{0.8}}->{\huxb{0, 0, 0}{0.8}}->{\huxb{0, 0, 0}{0.8}}->{\huxb{0, 0, 0}{0.8}}-} +\arrayrulecolor{black} + +\multicolumn{6}{!{\huxvb{0, 0, 0}{0}}p{0.95\textwidth+10\tabcolsep}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.95\textwidth+10\tabcolsep-6pt-6pt}{\huxtpad{6pt + 1em}\raggedright F Distribution: param\_1 is first degree of freedom parameter; param\_2 is second degree of freedom parameter; param\_3 is non-centrality parameter.\huxbpad{6pt}}} \tabularnewline[-0.5pt] + + +\hhline{>{\huxb{0, 0, 0}{0.8}}->{\huxb{0, 0, 0}{0.8}}->{\huxb{0, 0, 0}{0.8}}->{\huxb{0, 0, 0}{0.8}}->{\huxb{0, 0, 0}{0.8}}->{\huxb{0, 0, 0}{0.8}}-} +\arrayrulecolor{black} + +\multicolumn{6}{!{\huxvb{0, 0, 0}{0}}p{0.95\textwidth+10\tabcolsep}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.95\textwidth+10\tabcolsep-6pt-6pt}{\huxtpad{6pt + 1em}\raggedright Generalized Extreme Value Distribution: param\_1 is location parameter; param\_2 is scale parameter; param\_3 is shape parameter.\huxbpad{6pt}}} \tabularnewline[-0.5pt] + + +\hhline{>{\huxb{0, 0, 0}{0.8}}->{\huxb{0, 0, 0}{0.8}}->{\huxb{0, 0, 0}{0.8}}->{\huxb{0, 0, 0}{0.8}}->{\huxb{0, 0, 0}{0.8}}->{\huxb{0, 0, 0}{0.8}}-} +\arrayrulecolor{black} + +\multicolumn{6}{!{\huxvb{0, 0, 0}{0}}p{0.95\textwidth+10\tabcolsep}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.95\textwidth+10\tabcolsep-6pt-6pt}{\huxtpad{6pt + 1em}\raggedright Log-gamma Distribution: param\_1 is shape parameter; param\_2 is rate parameter.\huxbpad{6pt}}} \tabularnewline[-0.5pt] + + +\hhline{>{\huxb{0, 0, 0}{0.8}}->{\huxb{0, 0, 0}{0.8}}->{\huxb{0, 0, 0}{0.8}}->{\huxb{0, 0, 0}{0.8}}->{\huxb{0, 0, 0}{0.8}}->{\huxb{0, 0, 0}{0.8}}-} +\arrayrulecolor{black} + +\multicolumn{6}{!{\huxvb{0, 0, 0}{0}}p{0.95\textwidth+10\tabcolsep}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.95\textwidth+10\tabcolsep-6pt-6pt}{\huxtpad{6pt + 1em}\raggedright Right-Pareto Log-normal Distribution: param\_1 is shape parameter; param\_2 is mean parameter; param\_3 is variance parameter.\huxbpad{6pt}}} \tabularnewline[-0.5pt] + + +\hhline{>{\huxb{0, 0, 0}{0.8}}->{\huxb{0, 0, 0}{0.8}}->{\huxb{0, 0, 0}{0.8}}->{\huxb{0, 0, 0}{0.8}}->{\huxb{0, 0, 0}{0.8}}->{\huxb{0, 0, 0}{0.8}}-} +\arrayrulecolor{black} + +\multicolumn{6}{!{\huxvb{0, 0, 0}{0}}p{0.95\textwidth+10\tabcolsep}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.95\textwidth+10\tabcolsep-6pt-6pt}{\huxtpad{6pt + 1em}\raggedright Mixture distributions are omitted from this table.\huxbpad{6pt}}} \tabularnewline[-0.5pt] + + +\hhline{} +\arrayrulecolor{black} +\end{tabularx} +\end{threeparttable}\par\end{centerbox} + +\end{table} diff --git a/tables/dry-run/performance.csv b/tables/dry-run/performance.csv index 30e498c..778f537 100644 --- a/tables/dry-run/performance.csv +++ b/tables/dry-run/performance.csv @@ -1,6 +1,6 @@ "L","flavor","f_D.lgamma","f_D.f","f_D.rpln","f_D.gev","f_D.lgamma.f.mix","f_D.gev.f.mix","f_D.lgamma.periodic.laplace" -"L_FGT",1,0.113778867141488,0.109544660269791,0.107349662930036,0.116850017535279,0.108051543901359,0.109426238021017,0.11232447690439 -"L_FGT",2,0.0574428913968771,0.0462095226642241,0.0449336724947927,0.0502770837969232,0.0402023848953585,0.0447834021255949,0.0572302135048248 -"L_Welfare",0.5,-1.85420238355917,-1.86812150524091,-1.8703089974283,-1.86084393897906,-1.87213860338171,-1.86972038729008,-1.85514817501787 -"L_Welfare",1,0.195514128927289,0.163490136204828,0.160410771941704,0.17659179996602,0.162180157596204,0.156694078339655,0.194876859144769 +"L_FGT",1,0.113778867141488,0.109544660269791,0.107349662930036,0.116850017535279,0.108051543901359,0.109544672060471,0.11232447690439 +"L_FGT",2,0.0574428913968771,0.0462095226642241,0.0449336724947927,0.0502770837969232,0.0402023848953585,0.0460445515056137,0.0572302135048248 +"L_Welfare",0.5,-1.85420238355917,-1.86812150524091,-1.8703089974283,-1.86084393897906,-1.87213860338171,-1.87043719301777,-1.85514817501787 +"L_Welfare",1,0.195514128927289,0.163490136204828,0.160410771941704,0.17659179996602,0.162180157596204,0.15467926860725,0.194876859144769 "L_MLE",0,76467589.345657,76729722.0110642,76589284.1835327,77556086.8533189,NA,NA,NA diff --git a/tables/dry-run/performance.tex b/tables/dry-run/performance.tex new file mode 100644 index 0000000..4f7d100 --- /dev/null +++ b/tables/dry-run/performance.tex @@ -0,0 +1,124 @@ + + \providecommand{\huxb}[2]{\arrayrulecolor[RGB]{#1}\global\arrayrulewidth=#2pt} + \providecommand{\huxvb}[2]{\color[RGB]{#1}\vrule width #2pt} + \providecommand{\huxtpad}[1]{\rule{0pt}{#1}} + \providecommand{\huxbpad}[1]{\rule[-#1]{0pt}{#1}} + +\begin{table}[ht] +\begin{centerbox} +\begin{threeparttable} + \setlength{\tabcolsep}{0pt} +\begin{tabularx}{1\textwidth}{p{0.166666666666667\textwidth} p{0.133333333333333\textwidth} p{0.133333333333333\textwidth} p{0.133333333333333\textwidth} p{0.133333333333333\textwidth} p{0.133333333333333\textwidth}} + + +\hhline{} +\arrayrulecolor{black} + +\multicolumn{1}{!{\huxvb{0, 0, 0}{0}}l!{\huxvb{0, 0, 0}{0}}}{\huxtpad{6pt + 1em}\raggedright \hspace{6pt} Loss function \hspace{6pt}\huxbpad{6pt}} & +\multicolumn{1}{p{0.133333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.133333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedright L\_FGT\huxbpad{6pt}}} & +\multicolumn{1}{p{0.133333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.133333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedright L\_FGT\huxbpad{6pt}}} & +\multicolumn{1}{p{0.133333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.133333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedright L\_Welfare\huxbpad{6pt}}} & +\multicolumn{1}{p{0.133333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.133333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedright L\_Welfare\huxbpad{6pt}}} & +\multicolumn{1}{p{0.133333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.133333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedright L\_MLE\huxbpad{6pt}}} \tabularnewline[-0.5pt] + + +\hhline{>{\huxb{0, 0, 0}{2}}->{\huxb{0, 0, 0}{2}}->{\huxb{0, 0, 0}{2}}->{\huxb{0, 0, 0}{2}}->{\huxb{0, 0, 0}{2}}->{\huxb{0, 0, 0}{2}}-} +\arrayrulecolor{black} + +\multicolumn{1}{!{\huxvb{0, 0, 0}{0}}l!{\huxvb{0, 0, 0}{0}}}{\huxtpad{6pt + 1em}\raggedright \hspace{6pt} Loss function parameter \hspace{6pt}\huxbpad{6pt}} & +\multicolumn{1}{p{0.133333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.133333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 1\hphantom{0}\hphantom{0}\hphantom{0}\hphantom{0}\hphantom{0}\huxbpad{6pt}}} & +\multicolumn{1}{p{0.133333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.133333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 2\hphantom{0}\hphantom{0}\hphantom{0}\hphantom{0}\hphantom{0}\huxbpad{6pt}}} & +\multicolumn{1}{p{0.133333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.133333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 0.5\hphantom{0}\hphantom{0}\hphantom{0}\huxbpad{6pt}}} & +\multicolumn{1}{p{0.133333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.133333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 1\hphantom{0}\hphantom{0}\hphantom{0}\hphantom{0}\hphantom{0}\huxbpad{6pt}}} & +\multicolumn{1}{p{0.133333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.133333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft \hphantom{0}\hphantom{0}\hphantom{0}\hphantom{0}\hphantom{0}\hphantom{0}\hphantom{0}\huxbpad{6pt}}} \tabularnewline[-0.5pt] + + +\hhline{>{\huxb{0, 0, 0}{2}}->{\huxb{0, 0, 0}{2}}->{\huxb{0, 0, 0}{2}}->{\huxb{0, 0, 0}{2}}->{\huxb{0, 0, 0}{2}}->{\huxb{0, 0, 0}{2}}-} +\arrayrulecolor{black} + +\multicolumn{1}{!{\huxvb{0, 0, 0}{0}}l!{\huxvb{0, 0, 0}{0}}}{\huxtpad{6pt + 1em}\raggedright \hspace{6pt} Log-gamma \hspace{6pt}\huxbpad{6pt}} & +\multicolumn{1}{p{0.133333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\cellcolor[RGB]{217, 240, 163}\hspace{6pt}\parbox[b]{0.133333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 0.1138\huxbpad{6pt}}} & +\multicolumn{1}{p{0.133333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\cellcolor[RGB]{255, 255, 204}\hspace{6pt}\parbox[b]{0.133333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 0.0574\huxbpad{6pt}}} & +\multicolumn{1}{p{0.133333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\cellcolor[RGB]{255, 255, 204}\hspace{6pt}\parbox[b]{0.133333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft -1.8542\huxbpad{6pt}}} & +\multicolumn{1}{p{0.133333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\cellcolor[RGB]{255, 255, 204}\hspace{6pt}\parbox[b]{0.133333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 0.1955\huxbpad{6pt}}} & +\multicolumn{1}{p{0.133333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\cellcolor[RGB]{0, 90, 50}\hspace{6pt}\parbox[b]{0.133333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 7.65e+07\huxbpad{6pt}}} \tabularnewline[-0.5pt] + + +\hhline{>{\huxb{0, 0, 0}{2}}->{\huxb{0, 0, 0}{2}}->{\huxb{0, 0, 0}{2}}->{\huxb{0, 0, 0}{2}}->{\huxb{0, 0, 0}{2}}->{\huxb{0, 0, 0}{2}}-} +\arrayrulecolor{black} + +\multicolumn{1}{!{\huxvb{0, 0, 0}{0}}l!{\huxvb{0, 0, 0}{0}}}{\huxtpad{6pt + 1em}\raggedright \hspace{6pt} F \hspace{6pt}\huxbpad{6pt}} & +\multicolumn{1}{p{0.133333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\cellcolor[RGB]{65, 171, 93}\hspace{6pt}\parbox[b]{0.133333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 0.1095\huxbpad{6pt}}} & +\multicolumn{1}{p{0.133333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\cellcolor[RGB]{120, 198, 121}\hspace{6pt}\parbox[b]{0.133333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 0.0462\huxbpad{6pt}}} & +\multicolumn{1}{p{0.133333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\cellcolor[RGB]{120, 198, 121}\hspace{6pt}\parbox[b]{0.133333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft -1.8681\huxbpad{6pt}}} & +\multicolumn{1}{p{0.133333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\cellcolor[RGB]{120, 198, 121}\hspace{6pt}\parbox[b]{0.133333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 0.1635\huxbpad{6pt}}} & +\multicolumn{1}{p{0.133333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\cellcolor[RGB]{65, 171, 93}\hspace{6pt}\parbox[b]{0.133333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 7.67e+07\huxbpad{6pt}}} \tabularnewline[-0.5pt] + + +\hhline{>{\huxb{0, 0, 0}{2}}->{\huxb{0, 0, 0}{2}}->{\huxb{0, 0, 0}{2}}->{\huxb{0, 0, 0}{2}}->{\huxb{0, 0, 0}{2}}->{\huxb{0, 0, 0}{2}}-} +\arrayrulecolor{black} + +\multicolumn{1}{!{\huxvb{0, 0, 0}{0}}l!{\huxvb{0, 0, 0}{0}}}{\huxtpad{6pt + 1em}\raggedright \hspace{6pt} Right-Pareto Log-normal \hspace{6pt}\huxbpad{6pt}} & +\multicolumn{1}{p{0.133333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\cellcolor[RGB]{0, 90, 50}\hspace{6pt}\parbox[b]{0.133333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 0.1073\huxbpad{6pt}}} & +\multicolumn{1}{p{0.133333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\cellcolor[RGB]{35, 132, 67}\hspace{6pt}\parbox[b]{0.133333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 0.0449\huxbpad{6pt}}} & +\multicolumn{1}{p{0.133333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\cellcolor[RGB]{65, 171, 93}\hspace{6pt}\parbox[b]{0.133333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft -1.8703\huxbpad{6pt}}} & +\multicolumn{1}{p{0.133333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\cellcolor[RGB]{35, 132, 67}\hspace{6pt}\parbox[b]{0.133333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 0.1604\huxbpad{6pt}}} & +\multicolumn{1}{p{0.133333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\cellcolor[RGB]{35, 132, 67}\hspace{6pt}\parbox[b]{0.133333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 7.66e+07\huxbpad{6pt}}} \tabularnewline[-0.5pt] + + +\hhline{>{\huxb{0, 0, 0}{2}}->{\huxb{0, 0, 0}{2}}->{\huxb{0, 0, 0}{2}}->{\huxb{0, 0, 0}{2}}->{\huxb{0, 0, 0}{2}}->{\huxb{0, 0, 0}{2}}-} +\arrayrulecolor{black} + +\multicolumn{1}{!{\huxvb{0, 0, 0}{0}}l!{\huxvb{0, 0, 0}{0}}}{\huxtpad{6pt + 1em}\raggedright \hspace{6pt} Generalized Extreme Value \hspace{6pt}\huxbpad{6pt}} & +\multicolumn{1}{p{0.133333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\cellcolor[RGB]{255, 255, 204}\hspace{6pt}\parbox[b]{0.133333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 0.1169\huxbpad{6pt}}} & +\multicolumn{1}{p{0.133333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\cellcolor[RGB]{173, 221, 142}\hspace{6pt}\parbox[b]{0.133333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 0.0503\huxbpad{6pt}}} & +\multicolumn{1}{p{0.133333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\cellcolor[RGB]{173, 221, 142}\hspace{6pt}\parbox[b]{0.133333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft -1.8608\huxbpad{6pt}}} & +\multicolumn{1}{p{0.133333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\cellcolor[RGB]{173, 221, 142}\hspace{6pt}\parbox[b]{0.133333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 0.1766\huxbpad{6pt}}} & +\multicolumn{1}{p{0.133333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\cellcolor[RGB]{120, 198, 121}\hspace{6pt}\parbox[b]{0.133333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 7.76e+07\huxbpad{6pt}}} \tabularnewline[-0.5pt] + + +\hhline{>{\huxb{0, 0, 0}{2}}->{\huxb{0, 0, 0}{2}}->{\huxb{0, 0, 0}{2}}->{\huxb{0, 0, 0}{2}}->{\huxb{0, 0, 0}{2}}->{\huxb{0, 0, 0}{2}}-} +\arrayrulecolor{black} + +\multicolumn{1}{!{\huxvb{0, 0, 0}{0}}l!{\huxvb{0, 0, 0}{0}}}{\huxtpad{6pt + 1em}\raggedright \hspace{6pt} Log-gamma + F mix \hspace{6pt}\huxbpad{6pt}} & +\multicolumn{1}{p{0.133333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\cellcolor[RGB]{35, 132, 67}\hspace{6pt}\parbox[b]{0.133333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 0.1081\huxbpad{6pt}}} & +\multicolumn{1}{p{0.133333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\cellcolor[RGB]{0, 90, 50}\hspace{6pt}\parbox[b]{0.133333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 0.0402\huxbpad{6pt}}} & +\multicolumn{1}{p{0.133333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\cellcolor[RGB]{0, 90, 50}\hspace{6pt}\parbox[b]{0.133333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft -1.8721\huxbpad{6pt}}} & +\multicolumn{1}{p{0.133333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\cellcolor[RGB]{65, 171, 93}\hspace{6pt}\parbox[b]{0.133333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 0.1622\huxbpad{6pt}}} & +\multicolumn{1}{p{0.133333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.133333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft \hphantom{0}\hphantom{0}\hphantom{0}\hphantom{0}\hphantom{0}\hphantom{0}\hphantom{0}\huxbpad{6pt}}} \tabularnewline[-0.5pt] + + +\hhline{>{\huxb{0, 0, 0}{2}}->{\huxb{0, 0, 0}{2}}->{\huxb{0, 0, 0}{2}}->{\huxb{0, 0, 0}{2}}->{\huxb{0, 0, 0}{2}}->{\huxb{0, 0, 0}{2}}-} +\arrayrulecolor{black} + +\multicolumn{1}{!{\huxvb{0, 0, 0}{0}}l!{\huxvb{0, 0, 0}{0}}}{\huxtpad{6pt + 1em}\raggedright \hspace{6pt} Log-gamma + GEV mix \hspace{6pt}\huxbpad{6pt}} & +\multicolumn{1}{p{0.133333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\cellcolor[RGB]{120, 198, 121}\hspace{6pt}\parbox[b]{0.133333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 0.1095\huxbpad{6pt}}} & +\multicolumn{1}{p{0.133333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\cellcolor[RGB]{65, 171, 93}\hspace{6pt}\parbox[b]{0.133333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 0.0460\huxbpad{6pt}}} & +\multicolumn{1}{p{0.133333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\cellcolor[RGB]{35, 132, 67}\hspace{6pt}\parbox[b]{0.133333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft -1.8704\huxbpad{6pt}}} & +\multicolumn{1}{p{0.133333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\cellcolor[RGB]{0, 90, 50}\hspace{6pt}\parbox[b]{0.133333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 0.1547\huxbpad{6pt}}} & +\multicolumn{1}{p{0.133333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.133333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft \hphantom{0}\hphantom{0}\hphantom{0}\hphantom{0}\hphantom{0}\hphantom{0}\hphantom{0}\huxbpad{6pt}}} \tabularnewline[-0.5pt] + + +\hhline{>{\huxb{0, 0, 0}{2}}->{\huxb{0, 0, 0}{2}}->{\huxb{0, 0, 0}{2}}->{\huxb{0, 0, 0}{2}}->{\huxb{0, 0, 0}{2}}->{\huxb{0, 0, 0}{2}}-} +\arrayrulecolor{black} + +\multicolumn{1}{!{\huxvb{0, 0, 0}{0}}l!{\huxvb{0, 0, 0}{0}}}{\huxtpad{6pt + 1em}\raggedright \hspace{6pt} Log-gamma + Laplace Periodic \hspace{6pt}\huxbpad{6pt}} & +\multicolumn{1}{p{0.133333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\cellcolor[RGB]{173, 221, 142}\hspace{6pt}\parbox[b]{0.133333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 0.1123\huxbpad{6pt}}} & +\multicolumn{1}{p{0.133333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\cellcolor[RGB]{217, 240, 163}\hspace{6pt}\parbox[b]{0.133333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 0.0572\huxbpad{6pt}}} & +\multicolumn{1}{p{0.133333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\cellcolor[RGB]{217, 240, 163}\hspace{6pt}\parbox[b]{0.133333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft -1.8551\huxbpad{6pt}}} & +\multicolumn{1}{p{0.133333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\cellcolor[RGB]{217, 240, 163}\hspace{6pt}\parbox[b]{0.133333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft 0.1949\huxbpad{6pt}}} & +\multicolumn{1}{p{0.133333333333333\textwidth}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.133333333333333\textwidth-6pt-6pt}{\huxtpad{6pt + 1em}\raggedleft \hphantom{0}\hphantom{0}\hphantom{0}\hphantom{0}\hphantom{0}\hphantom{0}\hphantom{0}\huxbpad{6pt}}} \tabularnewline[-0.5pt] + + +\hhline{>{\huxb{0, 0, 0}{0.8}}->{\huxb{0, 0, 0}{0.8}}->{\huxb{0, 0, 0}{0.8}}->{\huxb{0, 0, 0}{0.8}}->{\huxb{0, 0, 0}{0.8}}->{\huxb{0, 0, 0}{0.8}}-} +\arrayrulecolor{black} + +\multicolumn{6}{!{\huxvb{0, 0, 0}{0}}p{0.833333333333333\textwidth+10\tabcolsep}!{\huxvb{0, 0, 0}{0}}}{\hspace{6pt}\parbox[b]{0.833333333333333\textwidth+10\tabcolsep-6pt-6pt}{\huxtpad{6pt + 1em}\raggedright Note: Values should be compared down columns. Lower values (darker green) indicate better performance. MLE value is Akaike Information Criterion (AIC).\huxbpad{6pt}}} \tabularnewline[-0.5pt] + + +\hhline{} +\arrayrulecolor{black} +\end{tabularx} +\end{threeparttable}\par\end{centerbox} + +\end{table}