Spline-based sieve estimation in monotone constrained varying-coefficient partially linear EV model

摘要

This paper studies a monotone constrained varying-coefficient partially linear model with errors in variables using a monotone B-spline approach based on adjusted least squares. The proposed estimator is consistent, asymptotically normal, and performs well in numerical studies. (C) 2015 Elsevier B.V. All rights reserved.