TITLE:
Smoothed Empirical Likelihood Inference for Nonlinear Quantile Regression Models with Missing Response
AUTHORS:
Honghua Dong, Xiuli Wang
KEYWORDS:
Nonlinear Model, Quantile Regression, Smoothed Empirical Likelihood, Missing at Random
JOURNAL NAME:
Open Journal of Applied Sciences,
Vol.13 No.6,
June
29,
2023
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.