Robust estimation of partially linear models for longitudinal data with dropouts and measurement error

Guoyou Qin; Jiajia Zhang; Zhongyi Zhu; Wing Fung

doi:10.1002/sim.7062

Robust estimation of partially linear models for longitudinal data with dropouts and measurement error

Statistics in Medicine ◽

10.1002/sim.7062 ◽

2016 ◽

Vol 35 (29) ◽

pp. 5401-5416 ◽

Cited By ~ 3

Author(s):

Guoyou Qin ◽

Jiajia Zhang ◽

Zhongyi Zhu ◽

Wing Fung

Keyword(s):

Measurement Error ◽

Longitudinal Data ◽

Robust Estimation ◽

Linear Models ◽

Partially Linear Models ◽

Partially Linear

Download Full-text

Doubly robust estimation of partially linear models for longitudinal data with dropouts and measurement error in covariates

Statistics ◽

10.1080/02331888.2017.1361957 ◽

2017 ◽

Vol 52 (1) ◽

pp. 84-98

Author(s):

Huiming Lin ◽

Guoyou Qin ◽

Jiajia Zhang ◽

Wing K. Fung

Keyword(s):

Measurement Error ◽

Longitudinal Data ◽

Robust Estimation ◽

Linear Models ◽

Partially Linear Models ◽

Partially Linear ◽

Doubly Robust Estimation ◽

Doubly Robust

Download Full-text

Simultaneous mean and covariance estimation of partially linear models for longitudinal data with missing responses and covariate measurement error

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2015.11.001 ◽

2016 ◽

Vol 96 ◽

pp. 24-39 ◽

Cited By ~ 6

Author(s):

Guoyou Qin ◽

Jiajia Zhang ◽

Zhongyi Zhu

Keyword(s):

Measurement Error ◽

Longitudinal Data ◽

Linear Models ◽

Covariance Estimation ◽

Partially Linear Models ◽

Missing Responses ◽

Partially Linear ◽

Covariate Measurement Error

Download Full-text

Feature screening and variable selection for partially linear models with ultrahigh-dimensional longitudinal data

Neurocomputing ◽

10.1016/j.neucom.2015.09.122 ◽

2016 ◽

Vol 195 ◽

pp. 202-210 ◽

Cited By ~ 5

Author(s):

Jingyuan Liu

Keyword(s):

Variable Selection ◽

Longitudinal Data ◽

Linear Models ◽

Partially Linear Models ◽

Feature Screening ◽

Partially Linear ◽

Selection For

Download Full-text

Shrinkage and pretest estimators for longitudinal data analysis under partially linear models

Journal of Nonparametric Statistics ◽

10.1080/10485252.2016.1190358 ◽

2016 ◽

Vol 28 (3) ◽

pp. 531-549 ◽

Cited By ~ 4

Author(s):

S. Hossain ◽

S. Ejaz Ahmed ◽

Grace Y. Yi ◽

B. Chen

Keyword(s):

Data Analysis ◽

Longitudinal Data ◽

Linear Models ◽

Longitudinal Data Analysis ◽

Partially Linear Models ◽

Partially Linear ◽

Shrinkage And Pretest Estimators

Download Full-text

Penalized quadratic inference functions for semiparametric varying coefficient partially linear models with longitudinal data

Journal of Multivariate Analysis ◽

10.1016/j.jmva.2014.07.015 ◽

2014 ◽

Vol 132 ◽

pp. 94-110 ◽

Cited By ~ 8

Author(s):

Ruiqin Tian ◽

Liugen Xue ◽

Chunling Liu

Keyword(s):

Longitudinal Data ◽

Linear Models ◽

Partially Linear Models ◽

Varying Coefficient ◽

Partially Linear ◽

Quadratic Inference Functions

Download Full-text

On doubly robust estimation for logistic partially linear models

Statistics & Probability Letters ◽

10.1016/j.spl.2019.108577 ◽

2019 ◽

Vol 155 ◽

pp. 108577

Author(s):

Zhiqiang Tan

Keyword(s):

Robust Estimation ◽

Linear Models ◽

Partially Linear Models ◽

Partially Linear ◽

Doubly Robust Estimation ◽

Doubly Robust

Download Full-text

Strong consistency of estimators in partially linear models for longitudinal data with mixing-dependent structure

Journal of Inequalities and Applications ◽

10.1186/1029-242x-2011-112 ◽

2011 ◽

Vol 2011 (1) ◽

Cited By ~ 1

Author(s):

Xing-cai Zhou ◽

Jin-guan Lin

Keyword(s):

Longitudinal Data ◽

Strong Consistency ◽

Linear Models ◽

Partially Linear Models ◽

Partially Linear

Download Full-text

Empirical Likelihood Inference for Generalized Partially Linear Models with Longitudinal Data

Open Journal of Statistics ◽

10.4236/ojs.2020.102014 ◽

2020 ◽

Vol 10 (02) ◽

pp. 188-202

Author(s):

Jinghua Zhang ◽

Liugen Xue

Keyword(s):

Longitudinal Data ◽

Empirical Likelihood ◽

Linear Models ◽

Likelihood Inference ◽

Partially Linear Models ◽

Partially Linear

Download Full-text

Robust estimation for partially linear models with large-dimensional covariates

Science China Mathematics ◽

10.1007/s11425-013-4675-0 ◽

2013 ◽

Vol 56 (10) ◽

pp. 2069-2088 ◽

Cited By ~ 7

Author(s):

LiPing Zhu ◽

RunZe Li ◽

HengJian Cui

Keyword(s):

Robust Estimation ◽

Linear Models ◽

Partially Linear Models ◽

Partially Linear

Download Full-text

Generalized Partially Linear Models for Incomplete Longitudinal Data In the Presence of Population‐Level Information

Biometrics ◽

10.1111/biom.12015 ◽

2013 ◽

Vol 69 (2) ◽

pp. 386-395 ◽

Cited By ~ 4

Author(s):

Baojiang Chen ◽

Xiao‐Hua Zhou

Keyword(s):

Longitudinal Data ◽

Linear Models ◽

Population Level ◽

Partially Linear Models ◽

Partially Linear ◽

Level Information

Download Full-text