Smoothed Empirical Likelihood Inference for Nonlinear Quantile Regression Models with Missing Response

Abstract

In this paper, three smoothed empirical log-likelihood ratio functions for the parameters of nonlinear models with missing response are suggested. Under some regular conditions, the corresponding Wilks phenomena are obtained and the confidence regions for the parameter can be constructed easily.