Table A1. Determinants of Pr(y=1) with random misclassification (coefficients).

	True Value	Probit		HAS1		GHAS
Variable		Est.	Std. Err.	Est.	Std. Err.	Est.	Std. Err.
E(α0i) = E(α1i) = 0.05
Intercept	−1.0	−0.844	0.048	−1.035	0.170	−1.112	0.290
betal	0.2	0.159	0.015	0.207	0.033	0.217	0.042
beta2	1.5	1.290	0.041	1.546	0.182	1.587	0.242
beta3	−0.6	−0.498	0.068	−0.644	0.133	−0.573	0.278
E(α0i) = E(α1i) = 0.1
Intercept	−1.0	−0.716	0.050	−1.025	0.207	−1.101	0.376
beta1	0.2	0.128	0.014	0.208	0.046	0.214	0.054
beta2	1.5	1.107	0.040	1.548	0.241	1.580	0.317
beta3	−0.6	−0.411	0.066	−0.652	0.180	−0.553	0.370
E(α0i) = E(α1i) = 0.2
Intercept	−1.0	−0.507	0.046	−0.998	0.319	−1.094	0.596
beta1	0.2	0.085	0.012	0.204	0.065	0.217	0.092
beta2	1.5	0.790	0.037	1.509	0.383	1.563	0.549
beta3	−0.6	−0.278	0.066	−0.638	0.263	−0.561	0.525