Modeling strategies in longitudinal data analysis: Covariate, variance function and correlation structure selection

You-Gan Wang; Lin-Yee Hin

doi:10.1016/j.csda.2009.11.006

Modeling strategies in longitudinal data analysis: Covariate, variance function and correlation structure selection

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2009.11.006 ◽

2010 ◽

Vol 54 (12) ◽

pp. 3359-3370 ◽

Cited By ~ 8

Author(s):

You-Gan Wang ◽

Lin-Yee Hin

Keyword(s):

Data Analysis ◽

Longitudinal Data ◽

Longitudinal Data Analysis ◽

Variance Function ◽

Correlation Structure ◽

Structure Selection

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Improving variance function estimation in semiparametric longitudinal data analysis

Canadian Journal of Statistics ◽

10.1002/cjs.10129 ◽

2011 ◽

Vol 39 (4) ◽

pp. 656-670 ◽

Cited By ~ 1

Author(s):

Chenlei Leng ◽

Cheng Yong Tang

Keyword(s):

Data Analysis ◽

Longitudinal Data ◽

Longitudinal Data Analysis ◽

Variance Function ◽

Function Estimation

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Intra-cluster correlation structure in longitudinal data analysis: Selection criteria and misspecification tests

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2014.06.013 ◽

2014 ◽

Vol 80 ◽

pp. 70-77 ◽

Cited By ~ 2

Author(s):

Jianwen Xu ◽

You-Gan Wang

Keyword(s):

Data Analysis ◽

Longitudinal Data ◽

Selection Criteria ◽

Longitudinal Data Analysis ◽

Correlation Structure ◽

Cluster Correlation ◽

Misspecification Tests

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Longitudinal data analysis: A complex endeavor

New Directions for Child and Adolescent Development ◽

10.1002/cad.20407 ◽

2021 ◽

Vol 2021 (175) ◽

pp. 7-9

Author(s):

Christian Geiser

Keyword(s):

Data Analysis ◽

Longitudinal Data ◽

Longitudinal Data Analysis

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Rapid quantification of extracellular neurotransmitters in mouse brain by PESI/MS/MS and longitudinal data analysis using the R and Stan-based Bayesian state-space model

Talanta ◽

10.1016/j.talanta.2021.122620 ◽

2021 ◽

pp. 122620

Author(s):

Daisuke Kawakami ◽

Mitsuki Tsuchiya ◽

Tasuku Murata ◽

Akira Iguchi ◽

Kei Zaitsu

Keyword(s):

Data Analysis ◽

Longitudinal Data ◽

State Space ◽

Mouse Brain ◽

State Space Model ◽

Longitudinal Data Analysis ◽

Space Model ◽

Rapid Quantification

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A Bayesian Approach for Autoregressive Models in Longitudinal Data Analysis: An Application to Type 2 Diabetes Drug Comparison

Asian Journal of Applied Sciences ◽

10.3923/ajaps.2011.640.648 ◽

2011 ◽

Vol 4 (6) ◽

pp. 640-648 ◽

Cited By ~ 3

Author(s):

Dilip C. Nath ◽

Atanu Bhattachar

Keyword(s):

Type 2 Diabetes ◽

Data Analysis ◽

Longitudinal Data ◽

Bayesian Approach ◽

Longitudinal Data Analysis ◽

Autoregressive Models ◽

Diabetes Drug

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Book Review: Applied longitudinal data analysis for epidemiology

Statistical Methods in Medical Research ◽

10.1177/096228020401300407 ◽

2004 ◽

Vol 13 (4) ◽

pp. 339-340

Author(s):

Max K Bulsara

Keyword(s):

Data Analysis ◽

Longitudinal Data ◽

Longitudinal Data Analysis

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Longitudinal Data Analysis

Multiple Imputation in Practice ◽

10.1201/9781315154275-8 ◽

2018 ◽

pp. 121-148

Author(s):

Trivellore Raghunathan ◽

Patricia A. Berglund ◽

Peter W. Solenberger

Keyword(s):

Data Analysis ◽

Longitudinal Data ◽

Longitudinal Data Analysis

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Advances in longitudinal data analysis

Chapman & Hall/CRC Handbooks of Modern Statistical Methods - Longitudinal Data Analysis ◽

10.1201/9781420011579.pt1 ◽

2008 ◽

pp. 3-27 ◽

Cited By ~ 8

Author(s):

Garrett Fitzmaurice ◽

Geert Molenberghs

Keyword(s):

Data Analysis ◽

Longitudinal Data ◽

Longitudinal Data Analysis

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Generalized estimating equations for longitudinal data analysis

Chapman & Hall/CRC Handbooks of Modern Statistical Methods - Longitudinal Data Analysis ◽

10.1201/9781420011579.ch3 ◽

2008 ◽

pp. 43-78 ◽

Cited By ~ 4

Author(s):

Stuart Lipsitz ◽

Garrett Fitzmaurice

Keyword(s):

Data Analysis ◽

Longitudinal Data ◽

Generalized Estimating Equations ◽

Longitudinal Data Analysis ◽

Estimating Equations ◽

Generalized Estimating

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A Comparison of Three Models in Multivariate Binary Longitudinal Data Analysis: Application to FDCS Study

OALib ◽

10.4236/oalib.1106030 ◽

2020 ◽

Vol 07 (02) ◽

pp. 1-13

Author(s):

Hissah Alzahrani

Keyword(s):

Data Analysis ◽

Longitudinal Data ◽

Longitudinal Data Analysis ◽

Binary Longitudinal Data ◽

Analysis Application

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