. Author manuscript; available in PMC: 2014 Nov 1.

Published in final edited form as: Comput Stat Data Anal. 2013 May 11;67:15–24. doi: 10.1016/j.csda.2013.04.017

Table 1.

Coefficient estimates from a single simulated data set. Reliability ratios for X₁ and X₂ are 0.50 and 0.75, respectively, ρ = 0.5 and n = 1000. Methods: X, true covariates; W, mis-measured covariates; M2 and M4, multivariate MAI with M=2 and 4; J-2 and J-4, joint minimization, Equation (1), with M=2 and 4.

Method	${\hat{β}}_{0}$	${\hat{β}}_{1}$	${\hat{β}}_{2}$
X	1.175	0.371	0.743
W	1.050	0.076	0.516
M2	1.074	0.243	0.611
J-2	1.076	0.247	0.614
M4	1.102	0.283	0.688
J-4	1.108	0.318	0.688