Hypothesis test for the parameters of linear part in the partial linear EV model

Hypothesis testing for the parametric component in the partial linear errors-in-variables (EV) regression models is discussed in this paper. Based on the corrected profile least square estimator, five test statistics are proposed and the asymptotic null distributions of them are deduced. Simulations have been done to show the performance of these test statistics under null and alternative hypothesis.