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. Author manuscript; available in PMC: 2017 Jan 1.

Published in final edited form as: Commun Stat Theory Methods. 2014 May 16;45(9):2538–2555. doi: 10.1080/03610926.2014.887105

Table 2. Determinants of Pr(y_o=1|y=0) with covariate dependent misclassification.

	True Value	HAS1		GHAS
Variable		Est.	Std. Err.	Est.	Std. Err.

E(α_0i) = E(α_1i) = 0.05
Intercept	−0.50			−0.443	0.210
gamma01	−3.96			−4.779	2.611
$E ({\hat{α}}_{0})$	0.05	0.004	0.009	0.052	0.018

E(α_0i) = E(α_1i) = 0.1
Intercept	0.25			0.306	0.168
gamma01	−5.36			−5.833	1.151
$E ({\hat{α}}_{0})$	0.10	0.008	0.014	0.100	0.012

E(α_0i) = E(α_1i) = 0.2
Intercept	0.50			0.528	0.141
gamma01	−3.49			−3.638	0.596
$E ({\hat{α}}_{0})$	0.20	0.012	0.020	0.199	0.016

E(α_0i) = 0.3, E(α_1i) = 0.75
Intercept	1.00			1.027	0.264
gamma01	−3.60			−3.614	0.304
$E ({\hat{α}}_{0})$	0.30	0.001	0.002	0.305	0.039

E(α_0i) = 0.75, E(α_1i) = 0.3
Intercept	5.00			5.048	0.419
gamma01	−6.64			−6.710	0.606
$E ({\hat{α}}_{0})$	0.75	0.000	0.000	0.750	0.010