Parameter Lognormal Gamma Poisson Negative binomial
Intercept (\(\alpha_0\)) 1 1 -6 -6
\(X_1\) (\(\alpha_1\)) 2 2 2 2
\(X_2\) (\(\alpha_2\)) 0 0 2 2
\(X_3\) (\(\alpha_3\)) 4 4 -2 -2
\(V\) (\(\alpha_4\)) 2 2 4 4
Dispersion 0.427 0.2 1
Misrepresentation (\(\lambda\)) 0.097 0.097 0.097 0.097
Overall mean* 581 581 0.33 0.33
Overall SD* 1371 1371 6.10 9.14