Table 4.

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=200; Replicates=500; M=5; Missing Rate: 39%

Method	Estimatea	% Biasb	SDc	RMSEd	SEe	CR(%)f
FO	9.99	−0.1	0.304	0.304	0.303	95.4
CC	11.354	13.54	0.360	1.401	0.362	4.0
Wrong working models for δ (a misspecified link function) only
CE55	9.995	−0.05	0.506	0.506	0.481	96.4
SCE55(0.10)	10.064	0.64	0.424	0.429	0.490	96.0
SCE55(0.25)	10.056	0.56	0.416	0.420	0.483	97.0
NNMI55(5,0.8,0.2)	10.12	1.2	0.395	0.413	0.394	94.0
LMI55(0.10,0.10)	10.067	0.67	0.404	0.410	0.421	94.2
LMI55(0.10,0.25)	10.071	0.71	0.409	0.415	0.409	93.8
LMI55(0.25,0.10)	10.081	0.81	0.420	0.428	0.422	92.6
LMI55(0.25,0.25)	10.086	0.86	0.405	0.414	0.403	92.2
Wrong working model for δ (including a reduced set of predictors and a misspecified link function) only
CE53	9.986	−0.14	0.367	0.367	0.370	94.6
SCE53(0.10)	10.056	0.56	0.428	0.432	0.385	91.8
SCE53(0.25)	10.054	0.54	0.417	0.420	0.375	93.0
NNMI53(5,0.8,0.2)	10.161	1.61	0.393	0.425	0.389	92.6
LMI53(0.10,0.10)	10.121	1.21	0.393	0.411	0.394	93.6
LMI53(0.10,0.25)	10.094	0.94	0.400	0.411	0.398	93.4
LMI53(0.25,0.10)	10.21	2.1	0.389	0.442	0.388	92.8
LMI53(0.25,0.25)	10.155	1.55	0.389	0.419	0.391	91.4
Wrong working model for both Y (including a reduced set of predictors) and δ (a misspecified link function)
CE35	9.815	−1.85	0.701	0.725	0.634	95.4
SCE35(0.10)	10.239	2.39	0.386	0.454	0.537	97.4
SCE35(0.25)	10.099	0.99	0.410	0.422	0.531	97.8
NNMI35(5,0.8,0.2)	10.299	2.99	0.385	0.487	0.380	86.6
LMI35(0.10,0.10)	10.136	1.36	0.389	0.412	0.411	93.8
LMI35(0.10,0.25)	10.221	2.21	0.386	0.445	0.390	90.2
LMI35(0.25,0.10)	10.112	1.12	0.411	0.426	0.418	93.4
LMI35(0.25,0.25)	10.171	1.71	0.394	0.430	0.399	92.4

^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