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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 3. Determinants of Pr(y_o=0|y=1) 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			−0.417	0.919
gamall	−1.00			−1.472	1.800
gama12	−2.83			−6.605	17.684
$E ({\hat{α}}_{1})$	0.05	0.041	0.033	0.060	0.040

E(α_0i) = E(α_1i) = 0.1
Intercept	0.25			0.410	0.589
gamall	−2.00			−2.580	1.295
gama12	−3.63			−4.828	4.695
$E ({\hat{α}}_{1})$	0.10	0.058	0.035	0.111	0.040

E(α_0i) = E(α_1i) = 0.2
Intercept	0.50			0.601	0.443
gamall	−1.60			−1.767	0.529
gamal2	−2.40			2.854	1.590
$E ({\hat{α}}_{1})$	0.20	0.121	0.049	0.204	0.050

E(α_0i) = 0.3, E(α_1i) = 0.75
Intercept	1.00			1.571	1.169
gamall	−4.00			−4.774	1.298
gamal2	4.15			4.336	0.908
$E ({\hat{α}}_{1})$	0.75	0.012	0.014	0.746	0.024

E(α_0i) = 0.75, E(α_1i) = 0.3
Intercept	1.50			1.542	0.340
gamall	−2.00			−2.034	0.259
gamal2	−3.60			−3.688	0.600
$E ({\hat{α}}_{1})$	0.30	0.087	0.016	0.301	0.030