Robust estimation for longitudinal data under outcome‐dependent visit processes

Australian & New Zealand Journal of Statistics ◽

10.1111/anzs.12290 ◽

2020 ◽

Vol 62 (2) ◽

pp. 212-231

Author(s):

John M. Neuhaus ◽

Charles E. McCulloch

Keyword(s):

Longitudinal Data ◽

Robust Estimation

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Robust estimation for the correlation matrix of multivariate longitudinal data

Journal of Statistical Computation and Simulation ◽

10.1080/00949655.2020.1780234 ◽

2020 ◽

Vol 90 (13) ◽

pp. 2473-2496

Author(s):

Fei Lu ◽

Liugen Xue ◽

Yuping Hu

Keyword(s):

Longitudinal Data ◽

Robust Estimation ◽

Correlation Matrix ◽

Multivariate Longitudinal Data

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Robust Estimation in Partial Linear Mixed Model for Longitudinal Data

Acta Mathematica Scientia ◽

10.1016/s0252-9602(08)60035-1 ◽

2008 ◽

Vol 28 (2) ◽

pp. 333-347 ◽

Author(s):

Qin Guoyou ◽

Zhu Zhongyi

Keyword(s):

Longitudinal Data ◽

Robust Estimation ◽

Mixed Model ◽

Linear Mixed Model ◽

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A Robust Estimation Method for the Partial Linear Models with Longitudinal Data

Statistics and Applications ◽

10.12677/sa.2018.74043 ◽

2018 ◽

Vol 07 (04) ◽

pp. 367-375

Author(s):

晓霏孙

Keyword(s):

Longitudinal Data ◽

Robust Estimation ◽

Linear Models ◽

Estimation Method ◽

Partial Linear ◽

Partial Linear Models

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Doubly robust estimation, optimally truncated inverse-intensity weighting and increment-based methods for the analysis of irregularly observed longitudinal data

Statistics in Medicine ◽

10.1002/sim.5640 ◽

2012 ◽

Vol 32 (6) ◽

pp. 1054-1072 ◽

Author(s):

Eleanor M. Pullenayegum ◽

Brian M. Feldman

Keyword(s):

Longitudinal Data ◽

Robust Estimation ◽

Doubly Robust Estimation ◽

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Robust estimation in joint mean–covariance regression model for longitudinal data

Annals of the Institute of Statistical Mathematics ◽

10.1007/s10463-012-0383-8 ◽

2012 ◽

Vol 65 (4) ◽

pp. 617-638 ◽

Author(s):

Xueying Zheng ◽

Wing Kam Fung ◽

Zhongyi Zhu

Keyword(s):

Longitudinal Data ◽

Regression Model ◽

Robust Estimation

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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 ◽

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

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Robust estimation of generalized partially linear model for longitudinal data with dropouts

Annals of the Institute of Statistical Mathematics ◽

10.1007/s10463-015-0519-8 ◽

2015 ◽

Vol 68 (5) ◽

pp. 977-1000 ◽

Author(s):

Guoyou Qin ◽

Zhongyi Zhu ◽

Wing K. Fung

Keyword(s):

Longitudinal Data ◽

Linear Model ◽

Robust Estimation ◽

Partially Linear Model ◽

Partially Linear

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Robust estimation of models for longitudinal data with dropouts and outliers

Journal of Applied Statistics ◽

10.1080/02664763.2020.1845623 ◽

2020 ◽

pp. 1-24

Author(s):

Yuexia Zhang ◽

Guoyou Qin ◽

Zhongyi Zhu ◽

Bo Fu

Keyword(s):

Longitudinal Data ◽

Robust Estimation

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Robust estimation and model identification for longitudinal data varying-coefficient model

Communication in Statistics- Theory and Methods ◽

10.1080/03610926.2017.1342835 ◽

2017 ◽

Vol 47 (11) ◽

pp. 2701-2719

Author(s):

Shu Liu ◽

Heng Lian

Keyword(s):

Longitudinal Data ◽

Robust Estimation ◽

Model Identification ◽

Varying Coefficient Model ◽

Varying Coefficient

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Robust estimation in linear regression models for longitudinal data with covariate measurement errors and outliers

Journal of Multivariate Analysis ◽

10.1016/j.jmva.2018.07.015 ◽

2018 ◽

Vol 168 ◽

pp. 261-275 ◽

Author(s):

Yuexia Zhang ◽

Guoyou Qin ◽

Zhongyi Zhu ◽

Jiajia Zhang

Keyword(s):

Linear Regression ◽

Longitudinal Data ◽

Robust Estimation ◽

Measurement Errors ◽

Regression Models ◽

Linear Regression Models ◽

Covariate Measurement Errors

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