diff --git a/tables/simulations/inference/iid.tex b/tables/simulations/inference/iid.tex
index 9ef86a6..20511a1 100644
--- a/tables/simulations/inference/iid.tex
+++ b/tables/simulations/inference/iid.tex
@@ -13,14 +13,14 @@ $\eps[\alpha]$ & $\overline{\text{ARI}}_{1}$ & $\overline{\text{ARI}}_{2}$ & $\t
 \midrule
 0.00 & 0 & 0 & 0 & 0\\
 0.03 & 0.01 & 0.01 & 0.01 & 0.01\\
-0.06 & 0.71 $\pm$ 0.01 & 0.7 $\pm$ 0.01 & 0.56 $\pm$ 0.02 & 0.54 $\pm$ 0.02\\
-0.09 & 0.96 & 0.96 & 0.9 $\pm$ 0.02 & 0.89 $\pm$ 0.02\\
-0.12 & 0.99 & 0.99 & 0.92 $\pm$ 0.02 & 0.91 $\pm$ 0.02\\
+0.06 & 0.68 $\pm$ 0.01 & 0.68 $\pm$ 0.01 & 0.57 $\pm$ 0.02 & 0.56 $\pm$ 0.02\\
+0.09 & 0.96 & 0.95 & 0.87 $\pm$ 0.02 & 0.86 $\pm$ 0.02\\
+0.12 & 0.99 & 0.99 & 0.9 $\pm$ 0.02 & 0.9 $\pm$ 0.02\\
 \addlinespace
-0.15 & 1 & 0.99 & 0.92 $\pm$ 0.02 & 0.92 $\pm$ 0.02\\
-0.18 & 1 & 1 & 0.94 $\pm$ 0.02 & 0.94 $\pm$ 0.02\\
-0.21 & 1 & 1 & 0.93 $\pm$ 0.02 & 0.93 $\pm$ 0.02\\
-0.24 & 1 & 1 & 0.93 $\pm$ 0.02 & 0.93 $\pm$ 0.02\\
+0.15 & 0.99 & 0.99 & 0.92 $\pm$ 0.02 & 0.92 $\pm$ 0.02\\
+0.18 & 1 & 1 & 0.93 $\pm$ 0.02 & 0.92 $\pm$ 0.02\\
+0.21 & 1 & 1 & 0.91 $\pm$ 0.02 & 0.91 $\pm$ 0.02\\
+0.24 & 1 & 1 & 0.95 $\pm$ 0.01 & 0.95 $\pm$ 0.02\\
 \bottomrule
 \end{tabular}}
 \end{subtable}
@@ -36,14 +36,14 @@ $\eps[\alpha]$ & $\mathbbb{1}_{\widehat{Q_1}<Q_1}$ & $\mathbbb{1}_{\widehat{Q_1}
 \midrule
 0.00 & 1 & 0 & 0 & 1 & 0 & 0\\
 0.03 & 1 & 0 & 0 & 1 & 0 & 0\\
-0.06 & 0.29 $\pm$ 0.04 & 0.71 $\pm$ 0.04 & 0 & 0.42 $\pm$ 0.05 & 0.57 $\pm$ 0.05 & 0.01 $\pm$ 0.01\\
-0.09 & 0 & 0.99 $\pm$ 0.01 & 0.01 $\pm$ 0.01 & 0 & 0.96 $\pm$ 0.02 & 0.04 $\pm$ 0.02\\
-0.12 & 0 & 0.94 $\pm$ 0.02 & 0.06 $\pm$ 0.02 & 0 & 0.91 $\pm$ 0.03 & 0.09 $\pm$ 0.03\\
+0.06 & 0.31 $\pm$ 0.04 & 0.69 $\pm$ 0.04 & 0 & 0.45 $\pm$ 0.05 & 0.55 $\pm$ 0.05 & 0\\
+0.09 & 0 & 0.96 $\pm$ 0.02 & 0.04 $\pm$ 0.02 & 0 & 0.98 $\pm$ 0.01 & 0.02 $\pm$ 0.01\\
+0.12 & 0 & 0.88 $\pm$ 0.03 & 0.12 $\pm$ 0.03 & 0 & 0.94 $\pm$ 0.02 & 0.06 $\pm$ 0.02\\
 \addlinespace
-0.15 & 0 & 0.97 $\pm$ 0.02 & 0.03 $\pm$ 0.02 & 0 & 0.87 $\pm$ 0.03 & 0.13 $\pm$ 0.03\\
-0.18 & 0 & 0.94 $\pm$ 0.02 & 0.06 $\pm$ 0.02 & 0 & 0.93 $\pm$ 0.03 & 0.07 $\pm$ 0.03\\
-0.21 & 0 & 0.94 $\pm$ 0.02 & 0.06 $\pm$ 0.02 & 0 & 0.92 $\pm$ 0.03 & 0.08 $\pm$ 0.03\\
-0.24 & 0 & 0.93 $\pm$ 0.03 & 0.07 $\pm$ 0.03 & 0 & 0.93 $\pm$ 0.03 & 0.07 $\pm$ 0.03\\
+0.15 & 0 & 0.94 $\pm$ 0.02 & 0.06 $\pm$ 0.02 & 0 & 0.91 $\pm$ 0.03 & 0.09 $\pm$ 0.03\\
+0.18 & 0 & 0.92 $\pm$ 0.03 & 0.08 $\pm$ 0.03 & 0 & 0.94 $\pm$ 0.02 & 0.06 $\pm$ 0.02\\
+0.21 & 0 & 0.88 $\pm$ 0.03 & 0.12 $\pm$ 0.03 & 0 & 0.88 $\pm$ 0.03 & 0.12 $\pm$ 0.03\\
+0.24 & 0 & 0.94 $\pm$ 0.02 & 0.06 $\pm$ 0.02 & 0 & 0.97 $\pm$ 0.02 & 0.03 $\pm$ 0.02\\
 \bottomrule
 \end{tabular}}
 \end{subtable}
diff --git a/tables/simulations/inference/pi.tex b/tables/simulations/inference/pi.tex
index 2921dc6..88f441e 100644
--- a/tables/simulations/inference/pi.tex
+++ b/tables/simulations/inference/pi.tex
@@ -13,14 +13,14 @@ $\eps[\alpha]$ & $\overline{\text{ARI}}_{1}$ & $\overline{\text{ARI}}_{2}$ & $\t
 \midrule
 0.00 & 0 & 0 & 0 & 0\\
 0.03 & 0.01 & 0.01 & 0.01 & 0.01\\
-0.06 & 0.74 $\pm$ 0.01 & 0.71 $\pm$ 0.01 & 0.64 $\pm$ 0.02 & 0.59 $\pm$ 0.02\\
-0.09 & 0.97 & 0.95 & 0.87 $\pm$ 0.02 & 0.84 $\pm$ 0.02\\
-0.12 & 1 & 0.98 & 0.92 $\pm$ 0.02 & 0.91 $\pm$ 0.02\\
+0.06 & 0.74 $\pm$ 0.01 & 0.71 $\pm$ 0.01 & 0.63 $\pm$ 0.02 & 0.58 $\pm$ 0.02\\
+0.09 & 0.97 & 0.94 & 0.86 $\pm$ 0.02 & 0.83 $\pm$ 0.02\\
+0.12 & 1 & 0.98 & 0.9 $\pm$ 0.02 & 0.87 $\pm$ 0.02\\
 \addlinespace
-0.15 & 1 & 0.99 & 0.93 $\pm$ 0.02 & 0.89 $\pm$ 0.02\\
-0.18 & 1 & 0.99 & 0.95 $\pm$ 0.01 & 0.93 $\pm$ 0.02\\
-0.21 & 1 & 0.99 & 0.93 $\pm$ 0.02 & 0.9 $\pm$ 0.02\\
-0.24 & 1 & 0.99 & 0.95 $\pm$ 0.01 & 0.93 $\pm$ 0.02\\
+0.15 & 1 & 0.99 & 0.91 $\pm$ 0.02 & 0.88 $\pm$ 0.02\\
+0.18 & 1 & 0.98 & 0.9 $\pm$ 0.02 & 0.87 $\pm$ 0.02\\
+0.21 & 1 & 0.99 & 0.91 $\pm$ 0.02 & 0.88 $\pm$ 0.02\\
+0.24 & 1 & 0.99 & 0.95 $\pm$ 0.01 & 0.92 $\pm$ 0.02\\
 \bottomrule
 \end{tabular}}
 \end{subtable}
@@ -36,14 +36,14 @@ $\eps[\alpha]$ & $\mathbbb{1}_{\widehat{Q_1}<Q_1}$ & $\mathbbb{1}_{\widehat{Q_1}
 \midrule
 0.00 & 1 & 0 & 0 & 1 & 0 & 0\\
 0.03 & 1 & 0 & 0 & 1 & 0 & 0\\
-0.06 & 0.1 $\pm$ 0.03 & 0.65 $\pm$ 0.05 & 0.25 $\pm$ 0.04 & 0.38 $\pm$ 0.05 & 0.62 $\pm$ 0.05 & 0\\
-0.09 & 0 & 0.69 $\pm$ 0.04 & 0.31 $\pm$ 0.04 & 0 & 1 & 0\\
-0.12 & 0 & 0.8 $\pm$ 0.04 & 0.2 $\pm$ 0.04 & 0 & 1 & 0\\
+0.06 & 0.09 $\pm$ 0.03 & 0.64 $\pm$ 0.05 & 0.27 $\pm$ 0.04 & 0.36 $\pm$ 0.05 & 0.64 $\pm$ 0.05 & 0\\
+0.09 & 0 & 0.63 $\pm$ 0.05 & 0.37 $\pm$ 0.05 & 0 & 1 & 0\\
+0.12 & 0 & 0.76 $\pm$ 0.04 & 0.24 $\pm$ 0.04 & 0 & 1 & 0\\
 \addlinespace
-0.15 & 0 & 0.81 $\pm$ 0.04 & 0.19 $\pm$ 0.04 & 0 & 1 & 0\\
-0.18 & 0 & 0.88 $\pm$ 0.03 & 0.12 $\pm$ 0.03 & 0 & 1 & 0\\
-0.21 & 0 & 0.83 $\pm$ 0.04 & 0.17 $\pm$ 0.04 & 0 & 1 & 0\\
-0.24 & 0 & 0.88 $\pm$ 0.03 & 0.12 $\pm$ 0.03 & 0 & 1 & 0\\
+0.15 & 0 & 0.8 $\pm$ 0.04 & 0.2 $\pm$ 0.04 & 0 & 1 & 0\\
+0.18 & 0 & 0.77 $\pm$ 0.04 & 0.23 $\pm$ 0.04 & 0 & 1 & 0\\
+0.21 & 0 & 0.81 $\pm$ 0.04 & 0.19 $\pm$ 0.04 & 0 & 1 & 0\\
+0.24 & 0 & 0.87 $\pm$ 0.03 & 0.13 $\pm$ 0.03 & 0 & 1 & 0\\
 \bottomrule
 \end{tabular}}
 \end{subtable}
diff --git a/tables/simulations/inference/pirho.tex b/tables/simulations/inference/pirho.tex
index 5292899..385c7d9 100644
--- a/tables/simulations/inference/pirho.tex
+++ b/tables/simulations/inference/pirho.tex
@@ -13,14 +13,14 @@ $\eps[\alpha]$ & $\overline{\text{ARI}}_{1}$ & $\overline{\text{ARI}}_{2}$ & $\t
 \midrule
 0.00 & 0 & 0 & 0 & 0\\
 0.03 & 0.01 & 0.01 & 0.01 & 0.01\\
-0.06 & 0.76 $\pm$ 0.01 & 0.75 $\pm$ 0.01 & 0.66 $\pm$ 0.02 & 0.66 $\pm$ 0.02\\
-0.09 & 0.97 & 0.97 & 0.9 $\pm$ 0.02 & 0.89 $\pm$ 0.02\\
-0.12 & 1 & 0.99 & 0.93 $\pm$ 0.02 & 0.93 $\pm$ 0.02\\
+0.06 & 0.75 $\pm$ 0.01 & 0.73 $\pm$ 0.01 & 0.67 $\pm$ 0.02 & 0.65 $\pm$ 0.02\\
+0.09 & 0.97 & 0.97 & 0.9 $\pm$ 0.02 & 0.9 $\pm$ 0.02\\
+0.12 & 1 & 0.99 & 0.92 $\pm$ 0.02 & 0.92 $\pm$ 0.02\\
 \addlinespace
-0.15 & 1 & 1 & 0.95 $\pm$ 0.01 & 0.94 $\pm$ 0.02\\
-0.18 & 1 & 1 & 0.95 $\pm$ 0.01 & 0.95 $\pm$ 0.02\\
-0.21 & 1 & 1 & 0.95 $\pm$ 0.01 & 0.94 $\pm$ 0.02\\
-0.24 & 1 & 1 & 0.94 $\pm$ 0.02 & 0.93 $\pm$ 0.02\\
+0.15 & 1 & 1 & 0.92 $\pm$ 0.02 & 0.92 $\pm$ 0.02\\
+0.18 & 1 & 1 & 0.95 $\pm$ 0.01 & 0.95 $\pm$ 0.01\\
+0.21 & 1 & 1 & 0.94 $\pm$ 0.02 & 0.93 $\pm$ 0.02\\
+0.24 & 1 & 1 & 0.91 $\pm$ 0.02 & 0.91 $\pm$ 0.02\\
 \bottomrule
 \end{tabular}}
 \end{subtable}
@@ -36,14 +36,14 @@ $\eps[\alpha]$ & $\mathbbb{1}_{\widehat{Q_1}<Q_1}$ & $\mathbbb{1}_{\widehat{Q_1}
 \midrule
 0.00 & 1 & 0 & 0 & 1 & 0 & 0\\
 0.03 & 1 & 0 & 0 & 1 & 0 & 0\\
-0.06 & 0.1 $\pm$ 0.03 & 0.88 $\pm$ 0.03 & 0.02 $\pm$ 0.01 & 0.08 $\pm$ 0.03 & 0.86 $\pm$ 0.03 & 0.06 $\pm$ 0.02\\
-0.09 & 0 & 0.9 $\pm$ 0.03 & 0.1 $\pm$ 0.03 & 0 & 0.87 $\pm$ 0.03 & 0.13 $\pm$ 0.03\\
-0.12 & 0 & 0.9 $\pm$ 0.03 & 0.1 $\pm$ 0.03 & 0 & 0.9 $\pm$ 0.03 & 0.1 $\pm$ 0.03\\
+0.06 & 0.1 $\pm$ 0.03 & 0.88 $\pm$ 0.03 & 0.02 $\pm$ 0.01 & 0.11 $\pm$ 0.03 & 0.89 $\pm$ 0.03 & 0\\
+0.09 & 0 & 0.92 $\pm$ 0.03 & 0.08 $\pm$ 0.03 & 0 & 0.88 $\pm$ 0.03 & 0.12 $\pm$ 0.03\\
+0.12 & 0 & 0.9 $\pm$ 0.03 & 0.1 $\pm$ 0.03 & 0 & 0.89 $\pm$ 0.03 & 0.11 $\pm$ 0.03\\
 \addlinespace
-0.15 & 0 & 0.95 $\pm$ 0.02 & 0.05 $\pm$ 0.02 & 0 & 0.89 $\pm$ 0.03 & 0.11 $\pm$ 0.03\\
-0.18 & 0 & 0.93 $\pm$ 0.03 & 0.07 $\pm$ 0.03 & 0 & 0.91 $\pm$ 0.03 & 0.09 $\pm$ 0.03\\
-0.21 & 0 & 0.94 $\pm$ 0.02 & 0.06 $\pm$ 0.02 & 0 & 0.89 $\pm$ 0.03 & 0.11 $\pm$ 0.03\\
-0.24 & 0 & 0.94 $\pm$ 0.02 & 0.06 $\pm$ 0.02 & 0 & 0.88 $\pm$ 0.03 & 0.12 $\pm$ 0.03\\
+0.15 & 0 & 0.87 $\pm$ 0.03 & 0.13 $\pm$ 0.03 & 0 & 0.9 $\pm$ 0.03 & 0.1 $\pm$ 0.03\\
+0.18 & 0 & 0.94 $\pm$ 0.02 & 0.06 $\pm$ 0.02 & 0 & 0.93 $\pm$ 0.03 & 0.07 $\pm$ 0.03\\
+0.21 & 0 & 0.93 $\pm$ 0.03 & 0.07 $\pm$ 0.03 & 0 & 0.88 $\pm$ 0.03 & 0.12 $\pm$ 0.03\\
+0.24 & 0 & 0.87 $\pm$ 0.03 & 0.13 $\pm$ 0.03 & 0 & 0.86 $\pm$ 0.03 & 0.14 $\pm$ 0.03\\
 \bottomrule
 \end{tabular}}
 \end{subtable}
diff --git a/tables/simulations/inference/preferred.tex b/tables/simulations/inference/preferred.tex
index b8375a1..379eb01 100644
--- a/tables/simulations/inference/preferred.tex
+++ b/tables/simulations/inference/preferred.tex
@@ -8,15 +8,15 @@
 \eps[\alpha] & $sep\text{-}BiSBM$ & $iid\text{-}colBiSBM$ & $\pi\text{-}colBiSBM$ & $\rho\text{-}colBiSBM$ & $\pi\rho\text{-}colBiSBM$\\
 \midrule
 0.00 & 1.00 & 0.00 & 0.00 & 0.00 & 0.00\\
-0.03 & 0.56 & 0.16 & 0.09 & 0.07 & 0.12\\
-0.06 & 0.00 & 0.02 & 0.12 & 0.06 & 0.81\\
-0.09 & 0.00 & 0.04 & 0.01 & 0.01 & 0.94\\
-0.12 & 0.00 & 0.06 & 0.00 & 0.00 & 0.94\\
+0.03 & 0.55 & 0.19 & 0.10 & 0.06 & 0.10\\
+0.06 & 0.01 & 0.01 & 0.11 & 0.05 & 0.82\\
+0.09 & 0.00 & 0.05 & 0.01 & 0.00 & 0.94\\
+0.12 & 0.00 & 0.05 & 0.00 & 0.00 & 0.95\\
 \addlinespace
-0.15 & 0.00 & 0.03 & 0.00 & 0.00 & 0.97\\
-0.18 & 0.00 & 0.06 & 0.00 & 0.00 & 0.94\\
+0.15 & 0.00 & 0.06 & 0.00 & 0.00 & 0.94\\
+0.18 & 0.00 & 0.04 & 0.00 & 0.00 & 0.96\\
 0.21 & 0.00 & 0.05 & 0.00 & 0.00 & 0.95\\
-0.24 & 0.00 & 0.06 & 0.00 & 0.00 & 0.94\\
+0.24 & 0.00 & 0.07 & 0.00 & 0.00 & 0.93\\
 \bottomrule
 \end{tabular}}
 \end{table}
\ No newline at end of file
diff --git a/tables/simulations/inference/rho.tex b/tables/simulations/inference/rho.tex
index a34f003..cfd0d41 100644
--- a/tables/simulations/inference/rho.tex
+++ b/tables/simulations/inference/rho.tex
@@ -13,14 +13,14 @@ $\eps[\alpha]$ & $\overline{\text{ARI}}_{1}$ & $\overline{\text{ARI}}_{2}$ & $\t
 \midrule
 0.00 & 0 & 0 & 0 & 0\\
 0.03 & 0.01 & 0.01 & 0.01 & 0.01\\
-0.06 & 0.73 $\pm$ 0.01 & 0.76 $\pm$ 0.01 & 0.55 $\pm$ 0.02 & 0.58 $\pm$ 0.02\\
-0.09 & 0.94 & 0.97 & 0.82 $\pm$ 0.02 & 0.85 $\pm$ 0.02\\
-0.12 & 0.97 & 0.99 & 0.84 $\pm$ 0.03 & 0.87 $\pm$ 0.02\\
+0.06 & 0.71 $\pm$ 0.01 & 0.73 $\pm$ 0.01 & 0.58 $\pm$ 0.02 & 0.6 $\pm$ 0.02\\
+0.09 & 0.93 & 0.97 & 0.77 $\pm$ 0.03 & 0.81 $\pm$ 0.02\\
+0.12 & 0.97 & 0.99 & 0.83 $\pm$ 0.03 & 0.87 $\pm$ 0.02\\
 \addlinespace
-0.15 & 0.98 & 1 & 0.88 $\pm$ 0.02 & 0.9 $\pm$ 0.02\\
-0.18 & 0.98 & 1 & 0.86 $\pm$ 0.03 & 0.89 $\pm$ 0.02\\
-0.21 & 0.97 & 1 & 0.81 $\pm$ 0.03 & 0.86 $\pm$ 0.02\\
-0.24 & 0.98 & 1 & 0.84 $\pm$ 0.03 & 0.88 $\pm$ 0.02\\
+0.15 & 0.97 & 1 & 0.82 $\pm$ 0.03 & 0.87 $\pm$ 0.02\\
+0.18 & 0.98 & 1 & 0.86 $\pm$ 0.02 & 0.89 $\pm$ 0.02\\
+0.21 & 0.97 & 1 & 0.82 $\pm$ 0.03 & 0.87 $\pm$ 0.02\\
+0.24 & 0.98 & 1 & 0.86 $\pm$ 0.03 & 0.9 $\pm$ 0.02\\
 \bottomrule
 \end{tabular}}
 \end{subtable}
@@ -36,14 +36,14 @@ $\eps[\alpha]$ & $\mathbbb{1}_{\widehat{Q_1}<Q_1}$ & $\mathbbb{1}_{\widehat{Q_1}
 \midrule
 0.00 & 1 & 0 & 0 & 1 & 0 & 0\\
 0.03 & 1 & 0 & 0 & 1 & 0 & 0\\
-0.06 & 0.26 $\pm$ 0.04 & 0.74 $\pm$ 0.04 & 0 & 0.04 $\pm$ 0.02 & 0.58 $\pm$ 0.05 & 0.38 $\pm$ 0.05\\
-0.09 & 0 & 1 & 0 & 0 & 0.65 $\pm$ 0.05 & 0.35 $\pm$ 0.05\\
-0.12 & 0 & 1 & 0 & 0 & 0.68 $\pm$ 0.05 & 0.32 $\pm$ 0.05\\
+0.06 & 0.29 $\pm$ 0.04 & 0.71 $\pm$ 0.04 & 0 & 0.06 $\pm$ 0.02 & 0.63 $\pm$ 0.05 & 0.31 $\pm$ 0.04\\
+0.09 & 0 & 1 & 0 & 0 & 0.56 $\pm$ 0.05 & 0.44 $\pm$ 0.05\\
+0.12 & 0 & 1 & 0 & 0 & 0.67 $\pm$ 0.05 & 0.33 $\pm$ 0.05\\
 \addlinespace
-0.15 & 0 & 1 & 0 & 0 & 0.78 $\pm$ 0.04 & 0.22 $\pm$ 0.04\\
-0.18 & 0 & 1 & 0 & 0 & 0.74 $\pm$ 0.04 & 0.26 $\pm$ 0.04\\
+0.15 & 0 & 1 & 0 & 0 & 0.7 $\pm$ 0.04 & 0.3 $\pm$ 0.04\\
+0.18 & 0 & 1 & 0 & 0 & 0.71 $\pm$ 0.04 & 0.29 $\pm$ 0.04\\
 0.21 & 0 & 1 & 0 & 0 & 0.69 $\pm$ 0.04 & 0.31 $\pm$ 0.04\\
-0.24 & 0 & 0.99 $\pm$ 0.01 & 0.01 $\pm$ 0.01 & 0 & 0.73 $\pm$ 0.04 & 0.27 $\pm$ 0.04\\
+0.24 & 0 & 1 & 0 & 0 & 0.76 $\pm$ 0.04 & 0.24 $\pm$ 0.04\\
 \bottomrule
 \end{tabular}}
 \end{subtable}
diff --git a/tables/simulations/inference/sep.tex b/tables/simulations/inference/sep.tex
index ca4926f..389d14d 100644
--- a/tables/simulations/inference/sep.tex
+++ b/tables/simulations/inference/sep.tex
@@ -12,15 +12,15 @@
 $\eps[\alpha]$ & $\overline{\text{ARI}}_{1}$ & $\overline{\text{ARI}}_{2}$ & $\text{ARI}_{1}$ & $\text{ARI}_{2}$\\
 \midrule
 0.00 & 0 & 0 & 0 & 0\\
-0.03 & 0.01 & 0.02 & 0.02 & 0.02\\
-0.06 & 0.69 $\pm$ 0.01 & 0.68 $\pm$ 0.01 & 0.38 $\pm$ 0.02 & 0.38 $\pm$ 0.02\\
-0.09 & 0.97 & 0.97 & 0.53 $\pm$ 0.02 & 0.52 $\pm$ 0.02\\
-0.12 & 1 & 0.99 & 0.53 $\pm$ 0.02 & 0.52 $\pm$ 0.02\\
+0.03 & 0.01 & 0.02 & 0.01 & 0.01\\
+0.06 & 0.68 $\pm$ 0.02 & 0.67 $\pm$ 0.02 & 0.36 $\pm$ 0.02 & 0.34 $\pm$ 0.01\\
+0.09 & 0.97 & 0.97 & 0.53 $\pm$ 0.02 & 0.53 $\pm$ 0.02\\
+0.12 & 0.99 & 0.99 & 0.54 $\pm$ 0.02 & 0.55 $\pm$ 0.02\\
 \addlinespace
-0.15 & 1 & 1 & 0.57 $\pm$ 0.02 & 0.53 $\pm$ 0.02\\
-0.18 & 1 & 1 & 0.55 $\pm$ 0.02 & 0.55 $\pm$ 0.02\\
-0.21 & 1 & 1 & 0.58 $\pm$ 0.02 & 0.52 $\pm$ 0.02\\
-0.24 & 1 & 1 & 0.57 $\pm$ 0.02 & 0.54 $\pm$ 0.02\\
+0.15 & 1 & 1 & 0.58 $\pm$ 0.02 & 0.53 $\pm$ 0.02\\
+0.18 & 1 & 1 & 0.52 $\pm$ 0.02 & 0.55 $\pm$ 0.02\\
+0.21 & 1 & 1 & 0.56 $\pm$ 0.02 & 0.52 $\pm$ 0.02\\
+0.24 & 1 & 1 & 0.57 $\pm$ 0.02 & 0.57 $\pm$ 0.02\\
 \bottomrule
 \end{tabular}}
 \end{subtable}
diff --git a/tikz/simulations/clustering/ari-clustering.tex b/tikz/simulations/clustering/ari-clustering.tex
new file mode 100644
index 0000000..7dad18e
--- /dev/null
+++ b/tikz/simulations/clustering/ari-clustering.tex
@@ -0,0 +1,571 @@
+% Created by tikzDevice version 0.12.6 on 2024-07-17 22:42:37
+% !TEX encoding = UTF-8 Unicode
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diff --git a/tikz/simulations/inference/ari-plots.tex b/tikz/simulations/inference/ari-plots.tex
new file mode 100644
index 0000000..683e25f
--- /dev/null
+++ b/tikz/simulations/inference/ari-plots.tex
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diff --git a/tikz/simulations/inference/model-proportions.tex b/tikz/simulations/inference/model-proportions.tex
index 0da461d..2f05667 100644
--- a/tikz/simulations/inference/model-proportions.tex
+++ b/tikz/simulations/inference/model-proportions.tex
@@ -1,407 +1,309 @@
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 \path[clip] (  0.00,  0.00) rectangle (289.08,216.81);
 \definecolor{drawColor}{RGB}{0,0,0}
 
-\node[text=drawColor,rotate= 90.00,anchor=base,inner sep=0pt, outer sep=0pt, scale=  1.10] at ( 16.40,125.39) {Preferred model proportions};
-\end{scope}
-\begin{scope}
-\path[clip] (  0.00,  0.00) rectangle (289.08,216.81);
-\definecolor{fillColor}{RGB}{255,255,255}
-
-\path[fill=fillColor] (224.72, 70.21) rectangle (280.26,180.57);
+\node[text=drawColor,rotate= 90.00,anchor=base,inner sep=0pt, outer sep=0pt, scale=  1.10] at ( 22.56,125.39) {Preferred model proportions};
 \end{scope}
 \begin{scope}
 \path[clip] (  0.00,  0.00) rectangle (289.08,216.81);
 \definecolor{drawColor}{RGB}{0,0,0}
 
-\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale=  1.10] at (230.22,166.43) {Preferred};
-
-\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale=  1.10] at (230.22,154.55) {Model};
-\end{scope}
-\begin{scope}
-\path[clip] (  0.00,  0.00) rectangle (289.08,216.81);
-\definecolor{fillColor}{gray}{0.92}
-
-\path[fill=fillColor] (230.22,133.52) rectangle (244.67,147.98);
+\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale=  1.10] at (236.38,160.49) {Model};
 \end{scope}
 \begin{scope}
 \path[clip] (  0.00,  0.00) rectangle (289.08,216.81);
 \definecolor{drawColor}{RGB}{230,159,0}
 \definecolor{fillColor}{RGB}{230,159,0}
 
-\path[draw=drawColor,line width= 0.6pt,fill=fillColor] (230.93,134.23) rectangle (243.96,147.27);
-\end{scope}
-\begin{scope}
-\path[clip] (  0.00,  0.00) rectangle (289.08,216.81);
-\definecolor{fillColor}{gray}{0.92}
-
-\path[fill=fillColor] (230.22,119.07) rectangle (244.67,133.52);
+\path[draw=drawColor,line width= 0.6pt,fill=fillColor] (237.09,140.17) rectangle (250.12,153.21);
 \end{scope}
 \begin{scope}
 \path[clip] (  0.00,  0.00) rectangle (289.08,216.81);
 \definecolor{drawColor}{RGB}{86,180,233}
 \definecolor{fillColor}{RGB}{86,180,233}
 
-\path[draw=drawColor,line width= 0.6pt,fill=fillColor] (230.93,119.78) rectangle (243.96,132.81);
-\end{scope}
-\begin{scope}
-\path[clip] (  0.00,  0.00) rectangle (289.08,216.81);
-\definecolor{fillColor}{gray}{0.92}
-
-\path[fill=fillColor] (230.22,104.62) rectangle (244.67,119.07);
+\path[draw=drawColor,line width= 0.6pt,fill=fillColor] (237.09,125.72) rectangle (250.12,138.75);
 \end{scope}
 \begin{scope}
 \path[clip] (  0.00,  0.00) rectangle (289.08,216.81);
 \definecolor{drawColor}{RGB}{0,158,115}
 \definecolor{fillColor}{RGB}{0,158,115}
 
-\path[draw=drawColor,line width= 0.6pt,fill=fillColor] (230.93,105.33) rectangle (243.96,118.36);
-\end{scope}
-\begin{scope}
-\path[clip] (  0.00,  0.00) rectangle (289.08,216.81);
-\definecolor{fillColor}{gray}{0.92}
-
-\path[fill=fillColor] (230.22, 90.16) rectangle (244.67,104.62);
+\path[draw=drawColor,line width= 0.6pt,fill=fillColor] (237.09,111.27) rectangle (250.12,124.30);
 \end{scope}
 \begin{scope}
 \path[clip] (  0.00,  0.00) rectangle (289.08,216.81);
 \definecolor{drawColor}{RGB}{240,228,66}
 \definecolor{fillColor}{RGB}{240,228,66}
 
-\path[draw=drawColor,line width= 0.6pt,fill=fillColor] (230.93, 90.87) rectangle (243.96,103.90);
-\end{scope}
-\begin{scope}
-\path[clip] (  0.00,  0.00) rectangle (289.08,216.81);
-\definecolor{fillColor}{gray}{0.92}
-
-\path[fill=fillColor] (230.22, 75.71) rectangle (244.67, 90.16);
+\path[draw=drawColor,line width= 0.6pt,fill=fillColor] (237.09, 96.81) rectangle (250.12,109.84);
 \end{scope}
 \begin{scope}
 \path[clip] (  0.00,  0.00) rectangle (289.08,216.81);
 \definecolor{drawColor}{RGB}{0,114,178}
 \definecolor{fillColor}{RGB}{0,114,178}
 
-\path[draw=drawColor,line width= 0.6pt,fill=fillColor] (230.93, 76.42) rectangle (243.96, 89.45);
+\path[draw=drawColor,line width= 0.6pt,fill=fillColor] (237.09, 82.36) rectangle (250.12, 95.39);
 \end{scope}
 \begin{scope}
 \path[clip] (  0.00,  0.00) rectangle (289.08,216.81);
 \definecolor{drawColor}{RGB}{0,0,0}
 
-\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale=  0.88] at (250.17,137.72) {sep};
+\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale=  0.88] at (256.33,143.66) {sep};
 \end{scope}
 \begin{scope}
 \path[clip] (  0.00,  0.00) rectangle (289.08,216.81);
 \definecolor{drawColor}{RGB}{0,0,0}
 
-\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale=  0.88] at (250.17,123.27) {iid};
+\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale=  0.88] at (256.33,129.21) {iid};
 \end{scope}
 \begin{scope}
 \path[clip] (  0.00,  0.00) rectangle (289.08,216.81);
 \definecolor{drawColor}{RGB}{0,0,0}
 
-\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale=  0.88] at (250.17,108.81) {$\pi$};
+\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale=  0.88] at (256.33,114.75) {$\pi$};
 \end{scope}
 \begin{scope}
 \path[clip] (  0.00,  0.00) rectangle (289.08,216.81);
 \definecolor{drawColor}{RGB}{0,0,0}
 
-\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale=  0.88] at (250.17, 94.36) {$\rho$};
+\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale=  0.88] at (256.33,100.30) {$\rho$};
 \end{scope}
 \begin{scope}
 \path[clip] (  0.00,  0.00) rectangle (289.08,216.81);
 \definecolor{drawColor}{RGB}{0,0,0}
 
-\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale=  0.88] at (250.17, 79.90) {$\pi\rho$};
+\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale=  0.88] at (256.33, 85.84) {$\pi\rho$};
 \end{scope}
 \end{tikzpicture}
diff --git a/tikz/simulations/model_selection/eps-pi-rho-preferred.tex b/tikz/simulations/model_selection/eps-pi-rho-preferred.tex
index 68421fd..f6a97a6 100644
--- a/tikz/simulations/model_selection/eps-pi-rho-preferred.tex
+++ b/tikz/simulations/model_selection/eps-pi-rho-preferred.tex
@@ -1,4 +1,4 @@
-% Created by tikzDevice version 0.12.6 on 2024-07-15 22:25:25
+% Created by tikzDevice version 0.12.6 on 2024-07-17 21:28:46
 % !TEX encoding = UTF-8 Unicode
 \begin{tikzpicture}[x=1pt,y=1pt]
 \definecolor{fillColor}{RGB}{255,255,255}
@@ -2224,60 +2224,54 @@
 \path[clip] (  0.00,  0.00) rectangle (433.62,361.35);
 \definecolor{drawColor}{RGB}{0,0,0}
 
-\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale=  1.10] at (370.41,203.21) {Model};
+\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale=  1.10] at (370.41,195.99) {Model};
 \end{scope}
 \begin{scope}
 \path[clip] (  0.00,  0.00) rectangle (433.62,361.35);
 \definecolor{fillColor}{RGB}{86,180,233}
 
-\path[fill=fillColor] (371.12,168.45) rectangle (384.15,181.48);
+\path[fill=fillColor] (371.12,175.68) rectangle (384.15,188.71);
 \end{scope}
 \begin{scope}
 \path[clip] (  0.00,  0.00) rectangle (433.62,361.35);
 \definecolor{fillColor}{RGB}{0,158,115}
 
-\path[fill=fillColor] (371.12,153.99) rectangle (384.15,167.03);
+\path[fill=fillColor] (371.12,161.22) rectangle (384.15,174.25);
 \end{scope}
 \begin{scope}
 \path[clip] (  0.00,  0.00) rectangle (433.62,361.35);
 \definecolor{fillColor}{RGB}{240,228,66}
 
-\path[fill=fillColor] (371.12,139.54) rectangle (384.15,152.57);
+\path[fill=fillColor] (371.12,146.77) rectangle (384.15,159.80);
 \end{scope}
 \begin{scope}
 \path[clip] (  0.00,  0.00) rectangle (433.62,361.35);
 \definecolor{fillColor}{RGB}{0,114,178}
 
-\path[fill=fillColor] (371.12,125.09) rectangle (384.15,138.12);
+\path[fill=fillColor] (371.12,132.31) rectangle (384.15,145.35);
 \end{scope}
 \begin{scope}
 \path[clip] (  0.00,  0.00) rectangle (433.62,361.35);
 \definecolor{drawColor}{RGB}{0,0,0}
 
-\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale=  0.88] at (390.36,186.39) {sep};
+\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale=  0.88] at (390.36,179.16) {sep};
 \end{scope}
 \begin{scope}
 \path[clip] (  0.00,  0.00) rectangle (433.62,361.35);
 \definecolor{drawColor}{RGB}{0,0,0}
 
-\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale=  0.88] at (390.36,171.93) {iid};
+\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale=  0.88] at (390.36,164.71) {iid};
 \end{scope}
 \begin{scope}
 \path[clip] (  0.00,  0.00) rectangle (433.62,361.35);
 \definecolor{drawColor}{RGB}{0,0,0}
 
-\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale=  0.88] at (390.36,157.48) {$\pi$};
+\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale=  0.88] at (390.36,150.25) {$\pi$};
 \end{scope}
 \begin{scope}
 \path[clip] (  0.00,  0.00) rectangle (433.62,361.35);
 \definecolor{drawColor}{RGB}{0,0,0}
 
-\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale=  0.88] at (390.36,143.03) {$\rho$};
-\end{scope}
-\begin{scope}
-\path[clip] (  0.00,  0.00) rectangle (433.62,361.35);
-\definecolor{drawColor}{RGB}{0,0,0}
-
-\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale=  0.88] at (390.36,128.57) {$\pi\rho$};
+\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale=  0.88] at (390.36,135.80) {$\rho$};
 \end{scope}
 \end{tikzpicture}