Table 5.

Monte Carlo Simulation Results for Data Missing at Random: Y~Normal Distribution and complementary log-log link for Pr(δ=1) with α₀=0 ; N=800; Replicates=500; M=5; Missing Rate: 39%

Method	Estimatea	% Biasb	SDc	RMSEd	SEe	CR(%)f
FO	9.993	−0.07	0.149	0.149	0.152	95.4
CC	11.357	13.57	0.177	1.368	0.181	0.0
Wrong working models for δ (a misspecified link function) only
CE55	9.994	−0.06	0.251	0.251	0.251	96.0
SCE55(0.10)	10.012	0.12	0.211	0.211	0.228	97.2
SCE55(0.25)	10.01	0.10	0.211	0.211	0.227	96.8
NNMI55(5,0.8,0.2)	10.041	0.41	0.214	0.218	0.203	93.6
LMI55(0.10,0.10)	10.018	0.18	0.219	0.220	0.209	93.2
LMI55(0.10,0.25)	10.029	0.29	0.220	0.222	0.208	92.6
LMI55(0.25,0.10)	10.029	0.29	0.226	0.228	0.212	93.0
LMI55(0.25,0.25)	10.048	0.48	0.208	0.213	0.207	94.4
Wrong working model for δ (including a reduced set of predictors and a misspecified link function) only
CE53	9.991	−0.09	0.194	0.194	0.186	94.0
SCE53(0.10)	10.008	0.08	0.208	0.208	0.187	93.6
SCE53(0.25)	10.011	0.11	0.208	0.208	0.185	92.8
NNMI53(5,0.8,0.2)	10.06	0.60	0.204	0.213	0.199	93.0
LMI53(0.10,0.10)	10.048	0.48	0.209	0.214	0.201	94.0
LMI53(0.10,0.25)	10.038	0.38	0.208	0.211	0.203	92.6
LMI53(0.25,0.10)	10.126	1.26	0.209	0.244	0.200	89.6
LMI53(0.25,0.25)	10.111	1.11	0.201	0.230	0.200	91.6
Wrong working model for both Y (including a reduced set of predictors) and δ (a misspecified link function)
CE35	9.776	−2.24	0.337	0.405	0.348	97.2
SCE35(0.10)	10.017	0.17	0.228	0.229	0.249	96.4
SCE35(0.25)	9.944	−0.56	0.239	0.245	0.248	95.2
NNMI35(5,0.8,0.2)	10.131	1.31	0.208	0.246	0.199	90.2
LMI35(0.10,0.10)	10.053	0.53	0.218	0.224	0.206	93.0
LMI35(0.10,0.25)	10.129	1.29	0.212	0.248	0.201	88.0
LMI35(0.25,0.10)	10.038	0.38	0.222	0.225	0.211	92.2
LMI35(0.25,0.25)	10.111	1.11	0.208	0.236	0.203	90.6

^aaverage of the 500 point estimates

^b100*(estimate- true value)/true value

^csample standard deviation of the 500 point estimates

^dsquare root of mean-squared-errors

^eaverage of the 500 standard error estimates

^fcoverage rate of the 500 95% confidence intervals