Hu, Yingyao; Ridder, Geert - Institute of Economic Policy Research (IEPR), … - 2005
We consider the estimation of nonlinear models with mismeasured explanatory variables, when information on the marginal distribution of the true values of these variables is available. We derive a semi-parametric MLE that is is shown to be pn consistent and asymptotically normally distributed....