Hu, Yingyao; Ridder, Geert - Department of Economics, Johns Hopkins University - 2009
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 shown to be $\sqrt{n}$ consistent and asymptotically normally...