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

Liang Zhu; Jianguo Sun; Xingwei Tong; Stanley Pounds

doi:10.1002/sim.4198

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 ◽

Cited By ~ 6

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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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 ◽

Cited By ~ 15

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 ◽

Cited By ~ 1

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 irregular and informative observation times

Biostatistics ◽

10.1093/biostatistics/kxv008 ◽

2015 ◽

Vol 16 (4) ◽

pp. 727-739 ◽

Cited By ~ 6

Author(s):

Yong Chen ◽

Jing Ning ◽

Chunyan Cai

Keyword(s):

Regression Analysis ◽

Longitudinal Data ◽

Informative Observation Times ◽

Observation Times

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Analysis of Longitudinal Data in the Presence of Informative Observational Times and a Dependent Terminal Event, with Application to Medical Cost Data

Biometrics ◽

10.1111/j.1541-0420.2007.00954.x ◽

2007 ◽

Vol 64 (3) ◽

pp. 950-958 ◽

Cited By ~ 84

Author(s):

Lei Liu ◽

Xuelin Huang ◽

John O'Quigley

Keyword(s):

Longitudinal Data ◽

Medical Cost ◽

Cost Data ◽

Terminal Event ◽

Medical Cost Data

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Regression analysis of incomplete medical cost data

Statistics in Medicine ◽

10.1002/sim.1377 ◽

2003 ◽

Vol 22 (7) ◽

pp. 1181-1200 ◽

Cited By ~ 67

Author(s):

D. Y. Lin

Keyword(s):

Regression Analysis ◽

Medical Cost ◽

Cost Data ◽

Medical Cost Data

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Semiparametric Regression Analysis of Longitudinal Data With Informative Observation Times

Journal of the American Statistical Association ◽

10.1198/016214505000000060 ◽

2005 ◽

Vol 100 (471) ◽

pp. 882-889 ◽

Cited By ~ 56

Author(s):

Jianguo Sun ◽

Do-Hwan Park ◽

Liuquan Sun ◽

Xingqiu Zhao

Keyword(s):

Regression Analysis ◽

Longitudinal Data ◽

Semiparametric Regression ◽

Informative Observation Times ◽

Observation Times

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Semiparametric modeling of medical cost data containing zeros

Statistics & Probability Letters ◽

10.1016/j.spl.2009.01.010 ◽

2009 ◽

Vol 79 (9) ◽

pp. 1207-1214 ◽

Cited By ~ 1

Author(s):

Xiaobing Zhao ◽

Xian Zhou

Keyword(s):

Medical Cost ◽

Cost Data ◽

Semiparametric Modeling ◽

Medical Cost Data

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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 ◽

Cited By ~ 1

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 ◽

Cited By ~ 1

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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A novel approach to estimate the Cox model with temporal covariates and application to medical cost data

Communication in Statistics- Theory and Methods ◽

10.1080/03610926.2019.1602651 ◽

2019 ◽

Vol 49 (18) ◽

pp. 4520-4535

Author(s):

Yanqiao Zheng ◽

Xiaobing Zhao ◽

Xiaoqi Zhang

Keyword(s):

Medical Cost ◽

Cox Model ◽

Cost Data ◽

Novel Approach ◽

Medical Cost Data

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