Table 3.

Monte Carlo Simulation Results for Data Missing at Random: Y~Normal Distribution and logit link for Pr(δ=1) with α₀=1.5; N=800; Replicates=500; M=5; Missing Rate: 23%

Method	Estimatea	% Biasb	SDc	RMSEd	SEe	CR(%)f
FO	9.992	−0.08	0.148	0.148	0.152	95.6
CC	10.661	6.61	0.165	0.681	0.167	1.4
Correct working models for both Y and δ
CE55	9.992	−0.08	0.162	0.162	0.167	95.0
SCE55(0.10)	9.994	−0.06	0.168	0.168	0.170	94.8
SCE55(0.25)	9.994	−0.06	0.165	0.165	0.168	94.8
NNMI55(5,0.8,0.2)	10.004	0.04	0.168	0.168	0.169	94.4
LMI55(0.10,0.10)	9.997	−0.03	0.167	0.167	0.172	95.4
LMI55(0.10,0.25)	9.996	−0.04	0.166	0.166	0.172	94.6
LMI55(0.25,0.10)	10.001	0.01	0.168	0.168	0.174	94.6
LMI55(0.25,0.25)	10.01	0.10	0.165	0.165	0.170	95.8
Wrong working model for δ (including a reduced set of predictors) only
CE53	9.99	−0.10	0.161	0.161	0.164	95.0
SCE53(0.10)	9.993	−0.07	0.167	0.167	0.167	94.0
SCE53(0.25)	9.994	−0.06	0.165	0.165	0.165	94.8
NNMI53(5,0.8,0.2)	10.012	0.12	0.168	0.168	0.169	93.8
LMI53(0.10,0.10)	10.01	0.10	0.166	0.166	0.170	95.6
LMI53(0.10,0.25)	10.004	0.04	0.167	0.167	0.171	95.4
LMI53(0.25,0.10)	10.045	0.45	0.169	0.175	0.169	94.2
LMI53(0.25,0.25)	10.036	0.36	0.166	0.170	0.168	94.6
Wrong working model for Y (including a reduced set of predictors) only
CE35	9.993	−0.07	0.163	0.163	0.178	96.2
SCE35(0.10)	10.021	0.21	0.164	0.165	0.175	95.6
SCE35(0.25)	10.005	0.05	0.163	0.163	0.173	95.6
NNMI35(5,0.8,0.2)	10.041	0.41	0.165	0.170	0.169	94.8
LMI35(0.10,0.10)	10.018	0.18	0.167	0.168	0.171	95.4
LMI35(0.10,0.25)	10.043	0.43	0.163	0.169	0.170	94.6
LMI35(0.25,0.10)	10.008	0.08	0.170	0.170	0.174	95.4
LMI35(0.25,0.25)	10.037	0.37	0.165	0.169	0.171	95.6

^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