Chen, Haotian; Zhang, Xibin - Department of Econometrics and Business Statistics, … - 2014
A partially linear model is often estimated in a two-stage procedure, which involves estimating the nonlinear component conditional on initially estimated linear coefficients. We propose a sampling procedure that aims to simultaneously estimate the linear coefficients and bandwidths involved in...