Lognormal Gamma
Parameter Unadjusted Bayesian EM Unadjusted Bayesian EM
Int. (\(\alpha_0\)) 1.213 (0.021) 0.997 (0.014) 0.997 (0.014) 1.478 (0.039) 0.980 (0.016) 0.982 (0.015)
\(X_1\) (\(\alpha_1\)) 1.996 (0.014) 1.996 (0.009) 1.996 (0.009) 2.005 (0.025) 2.011 (0.010) 2.011 (0.010)
\(X_2\) (\(\alpha_2\)) -0.010 (0.007) -0.011 (0.004) -0.011 (0.004) -0.015 (0.012) 0.004 (0.005) 0.003 (0.005)
\(X_3\) (\(\alpha_3\)) 3.990 (0.029) 4.011 (0.019) 4.011 (0.019) 4.044 (0.052) 4.018 (0.021) 4.015 (0.020)
\(V\) (\(\alpha_4\)) 1.793 (0.016) 1.999 (0.009) 1.999 (0.009) 1.490 (0.029) 2.004 (0.010) 2.004 (0.010)
Dispersion 0.677 0.421 (0.003) 0.421 (0.003) 0.618 (0.003) 0.202 (0.003) 0.202 (0.003)
\(\lambda\) 0.100 (0.003) 0.100 (0.003) 0.104 (0.004) 0.104 (0.004)
Comp. time 0.0 1042.7 2.5 0.1 1909.7 8.7