Journal of Inequalities and Applications

Table 2 Standard errors of α and β under different missing functions and different sample sizes obtained by two different methods for the simulated data

From: Estimation in a partially linear single-index model with missing response variables and error-prone covariates

		Complete				Imputation
Missing rate	n	\(\boldsymbol{\hat{\alpha}_{1}}\)	\(\boldsymbol{\hat{\alpha}_{2}}\)	\(\boldsymbol{\hat{\alpha}_{3}}\)	\(\boldsymbol{\hat{\beta}}\)	\(\boldsymbol{\breve{\alpha}_{1}}\)	\(\boldsymbol{\breve{\alpha}_{2}}\)	\(\boldsymbol{\breve{\alpha}_{3}}\)	\(\boldsymbol{\breve{\beta}}\)
0.30	50	0.1011	0.0883	0.0969	0.1108	0.0694	0.0586	0.0684	0.0778
	100	0.0470	0.0467	0.0471	0.0662	0.0282	0.0288	0.0288	0.0448
	150	0.0333	0.0331	0.0334	0.0512	0.0212	0.0215	0.0214	0.0348
0.20	50	0.0813	0.0782	0.0845	0.0995	0.0433	0.0416	0.0429	0.0626
	100	0.0438	0.0438	0.0443	0.0601	0.0242	0.0247	0.0251	0.0369
	150	0.0315	0.0315	0.0313	0.0475	0.0184	0.0191	0.0186	0.0291
0.10	50	0.0711	0.0731	0.0753	0.0937	0.0345	0.0327	0.0345	0.0515
	100	0.0405	0.0399	0.0412	0.0560	0.0200	0.0204	0.0210	0.0306
	150	0.0293	0.0290	0.0292	0.0441	0.0155	0.0159	0.0156	0.0239

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