ESTIMATION IN A SEMIPARAMETRIC MONOTONE VARYING COEFFICIENT PARTIALLY LINEAR MODEL WITH ERRORS IN VARIABLES
The estimators of both parameters and monotone regression function of a semiparametric monotone varying coefficient partially linear EV model are given via our monotone modified profile least square method.Some properties of the estimators are also given.Finally,simulations results show feasibility of the proposed method,and comparisons are made between the proposed method and profile least square method.