Joint modeling of longitudinal data with informative observation times and dropouts

Statistica Sinica ◽

10.5705/ss.2013.063 ◽

2014 ◽

Author(s):

Miao Han ◽

Xinyuan Song ◽

Liuquan Sun

Keyword(s):

Longitudinal Data ◽

Joint Modeling ◽

Informative Observation Times ◽

Observation Times

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A Joint Modeling Approach for Longitudinal Data with Informative Observation Times and a Terminal Event

Statistics in Biosciences ◽

10.1007/s12561-018-9221-8 ◽

2018 ◽

Vol 10 (3) ◽

pp. 609-633 ◽

Author(s):

Lianqiang Qu ◽

Liuquan Sun ◽

Xinyuan Song

Keyword(s):

Longitudinal Data ◽

Joint Modeling ◽

Terminal Event ◽

Informative Observation Times ◽

Modeling Approach ◽

Observation Times

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Joint Modeling and Analysis of Longitudinal Data with Informative Observation Times

10.1111/j.1541-0420.2008.01104.x ◽

2008 ◽

Vol 65 (2) ◽

pp. 377-384 ◽

Author(s):

Yu Liang ◽

Wenbin Lu ◽

Zhiliang Ying

Keyword(s):

Longitudinal Data ◽

Joint Modeling ◽

Informative Observation Times ◽

Modeling And Analysis ◽

Observation Times

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Joint Modelling of Survival and Longitudinal Data with Informative Observation Times

Scandinavian Journal of Statistics ◽

10.1111/sjos.12314 ◽

2018 ◽

Vol 45 (3) ◽

pp. 571-589 ◽

Author(s):

Hongsheng Dai ◽

Jianxin Pan

Keyword(s):

Longitudinal Data ◽

Joint Modelling ◽

Informative Observation Times ◽

Observation Times

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Joint Analysis of Longitudinal Data and Informative Observation Times with Time-Dependent Random Effects

New Developments in Statistical Modeling, Inference and Application - ICSA Book Series in Statistics ◽

10.1007/978-3-319-42571-9_2 ◽

2016 ◽

pp. 37-51 ◽

Author(s):

Yang Li ◽

Xin He ◽

Haiying Wang ◽

Jianguo Sun

Keyword(s):

Longitudinal Data ◽

Random Effects ◽

Time Dependent ◽

Joint Analysis ◽

Informative Observation Times ◽

Observation Times

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Joint analysis of longitudinal data with additive mixed effect model for informative observation times

Journal of Statistical Planning and Inference ◽

10.1016/j.jspi.2015.08.001 ◽

2016 ◽

Vol 169 ◽

pp. 43-55 ◽

Author(s):

Sha Fang ◽

Haixiang Zhang ◽

Liuquan Sun

Keyword(s):

Longitudinal Data ◽

Joint Analysis ◽

Mixed Effect Model ◽

Mixed Effect ◽

Informative Observation Times ◽

Effect Model ◽

Observation Times

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Regression Analysis of Longitudinal Data with Time-Dependent Covariates and Informative Observation Times

Scandinavian Journal of Statistics ◽

10.1111/j.1467-9469.2011.00776.x ◽

2012 ◽

Vol 39 (2) ◽

pp. 248-258 ◽

Author(s):

XINYUAN SONG ◽

XIAOYUN MU ◽

LIUQUAN SUN

Keyword(s):

Regression Analysis ◽

Longitudinal Data ◽

Time Dependent ◽

Informative Observation Times ◽

Time Dependent Covariates ◽

Observation Times

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Semiparametric regression analysis of multivariate longitudinal data with informative observation times

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2016.10.006 ◽

2017 ◽

Vol 107 ◽

pp. 120-130 ◽

Author(s):

Shirong Deng ◽

Kin-yat Liu ◽

Xingqiu Zhao

Keyword(s):

Regression Analysis ◽

Longitudinal Data ◽

Semiparametric Regression ◽

Informative Observation Times ◽

Multivariate Longitudinal Data ◽

Observation Times

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Regression analysis of longitudinal data with informative observation times and application to medical cost data

Statistics in Medicine ◽

10.1002/sim.4198 ◽

2011 ◽

Vol 30 (12) ◽

pp. 1429-1440 ◽

Author(s):

Liang Zhu ◽

Jianguo Sun ◽

Xingwei Tong ◽

Stanley Pounds

Keyword(s):

Regression Analysis ◽

Longitudinal Data ◽

Medical Cost ◽

Cost Data ◽

Informative Observation Times ◽

Medical Cost Data ◽

Observation Times

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Time-Varying Latent Effect Model for Longitudinal Data with Informative Observation Times

10.1111/j.1541-0420.2012.01794.x ◽

2012 ◽

Vol 68 (4) ◽

pp. 1093-1102 ◽

Author(s):

Na Cai ◽

Wenbin Lu ◽

Hao Helen Zhang

Keyword(s):

Longitudinal Data ◽

Time Varying ◽

Informative Observation Times ◽

Effect Model ◽

Observation Times

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Semiparametric analysis of longitudinal data with informative observation times and censoring times

Journal of Applied Statistics ◽

10.1080/02664763.2017.1403574 ◽

2017 ◽

Vol 45 (11) ◽

pp. 1978-1993

Author(s):

Wen Su ◽

Hangjin Jiang

Keyword(s):

Longitudinal Data ◽

Informative Observation Times ◽

Semiparametric Analysis ◽

Observation Times

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