Table 3.

Performance of the proposed method in contrast to the fully parametric method under the irrelevant design condition (true model italicized).

Actual Parameters	Performance Criteria	MAR_X										MAR_X,W
		Standard Parametric MI					Semi-Parametric MI					Standard Parametric MI					Semi-Parametric MI
		X	X, logZ	X*logZ	X,W	X*W	X	X, logZ	X*logZ	X,W	X*W	X	X, logZ	X*logZ	X,W	X*W	X	X, logZ	X*logZ	X,W	X*W
Mean=−0.0191	Bias	−0.025	−0.034	−0.037	0.004	−0.006	−0.000	−0.000	0.002	.001	−.006	−0.006	−0.025	−0.026	0.007	−0.001	0.007	0.006	0.004	.009	.003
	MeanEst.Var	0.020	0.020	0.021	0.025	0.032	0.018	0.019	0.020	.025	.034	0.024	0.029	0.029	0.021	0.027	0.015	0.016	0.016	.023	.030
	Emp.Var	0.014	0.019	0.018	0.023	0.026	0.018	0.018	0.019	.021	.024	0.013	0.021	0.022	0.019	0.022	0.015	0.016	0.016	.019	.022
	RMSE	0.122	0.141	0.140	0.154	0.168	0.133	0.134	0.136	.146	.155	0.114	0.147	0.151	0.143	0.154	0.121	0.127	0.128	.137	.148
	95%Cov	97%	94%	93%	96%	94%	94%	95%	96%	94%	95%	97%	94%	95%	95%	94%	95%	95%	95%	95%	95%
Intercept=−0.0569	Bias	−0.102	−0.109	−0.113	0.003	−0.003	−0.003	−0.003	−0.004	.001	−.002	−0.001	−0.021	−0.023	0.006	0.001	0.007	0.005	0.004	.008	.003
	MeanEst.Var	0.019	0.019	0.020	0.023	0.026	0.017	0.018	0.019	.023	.028	0.022	0.027	0.025	0.020	0.023	0.015	0.016	0.016	.022	.026
	Emp.Var	0.014	0.018	0.018	0.022	0.024	0.018	0.018	0.018	.020	.021	0.012	0.023	0.024	0.020	0.021	0.015	0.016	0.016	.019	.021
	RMSE	0.157	0.174	0.174	0.185	0.193	0.132	0.132	0.133	.140	.145	0.110	0.152	0.157	0.176	0.185	0.121	0.126	0.127	.136	.143
	95% Cov	88%	85%	86%	86%	85%	95%	95%	95%	94%	95%	98%	95%	97%	93%	94%	94%	95%	94%	95%	96%
Slope=0.222	Bias	0.006	0.003	0.003	0.005	−0.012	0.008	0.008	0.006	.001	−.008	−0.023	−0.022	−0.008	0.004	−0.014	0.000	−0.000	−0.003	.002	−.010
	MeanEst.Var	0.017	0.017	0.019	0.019	0.030	0.017	0.017	0.019	.019	.033	0.023	0.020	0.025	0.016	0.026	0.013	0.013	0.015	.015	.028
	Emp.Var	0.014	0.014	0.017	0.014	0.027	0.018	0.017	0.019	.017	.024	0.011	0.014	0.025	0.013	0.025	0.013	0.013	0.015	.014	.021
	RMSE	0.118	0.119	0.132	0.119	0.164	0.133	0.131	0.136	.128	.154	0.108	0.120	0.158	0.113	0.157	0.115	0.115	0.121	.116	.143
	95% Cov	95%	95%	94%	97%	95%	94%	95%	95%	94%	95%	98%	98%	92%	96%	95%	93%	94%	94%	94%	95%