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Qin, G.Y. and Zhu, Z.Y. (2007) Robust Estimation in Generalized Semiparametric Mixed Models for Longitudinal Data. Journal of Multivariate Analysis, 98, 1658-1683.
https://doi.org/10.1016/j.jmva.2007.01.006

has been cited by the following article:

• TITLE: Robust Element-Wise Empirical Likelihood Estimation Method for Longitudinal Data

  AUTHORS: Tianyu Huang, Yali Fan, Zongren Sun

  KEYWORDS: Longitudinal Data, Element-Wise Empirical Likelihood, Robust Estimation Equation

  JOURNAL NAME: Journal of Applied Mathematics and Physics, Vol.7 No.6, June 30, 2019

  ABSTRACT: For the regression model about longitudinal data, we combine the robust estimation equation with the elemental empirical likelihood method, and propose an efficient robust estimator, where the robust estimation equation is based on bounded scoring function and the covariate depended weight function. This method reduces the influence of outliers in response variables and covariates on parameter estimation, takes into account the correlation between data, and improves the efficiency of estimation. The simulation results show that the proposed method is robust and efficient.