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

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  • XINYUAN SONG
  • XIAOYUN MU
  • LIUQUAN SUN

Abstract

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  • Xinyuan Song & Xiaoyun Mu & Liuquan Sun, 2012. "Regression Analysis of Longitudinal Data with Time-Dependent Covariates and Informative Observation Times," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 39(2), pages 248-258, June.
    • Handle: RePEc:bla:scjsta:v:39:y:2012:i:2:p:248-258
    DOI: j.1467-9469.2011.00776.x
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    Citations

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    Cited by:

    1. Qing Cai & Mei‐Cheng Wang & Kwun Chuen Gary Chan, 2017. "Joint modeling of longitudinal, recurrent events and failure time data for survivor's population," Biometrics, The International Biometric Society, vol. 73(4), pages 1150-1160, December.
    2. Lianqiang Qu & Liuquan Sun & Xinyuan Song, 2018. "A Joint Modeling Approach for Longitudinal Data with Informative Observation Times and a Terminal Event," Statistics in Biosciences, Springer;International Chinese Statistical Association, vol. 10(3), pages 609-633, December.
    3. Hangjin Jiang & Wen Su & Xingqiu Zhao, 2020. "Robust estimation for panel count data with informative observation times and censoring times," Lifetime Data Analysis: An International Journal Devoted to Statistical Methods and Applications for Time-to-Event Data, Springer, vol. 26(1), pages 65-84, January.
    4. Janie Coulombe & Erica E. M. Moodie & Robert W. Platt, 2021. "Weighted regression analysis to correct for informative monitoring times and confounders in longitudinal studies," Biometrics, The International Biometric Society, vol. 77(1), pages 162-174, March.
    5. He, Haijin & Pan, Deng & Sun, Liuquan & Li, Yimei & Robison, Leslie L. & Song, Xinyuan, 2017. "Analysis of a fixed center effect additive rates model for recurrent event data," Computational Statistics & Data Analysis, Elsevier, vol. 112(C), pages 186-197.
    6. Caleb Weaver & Luo Xiao & Wenbin Lu, 2023. "Functional data analysis for longitudinal data with informative observation times," Biometrics, The International Biometric Society, vol. 79(2), pages 722-733, June.
    7. Sun, Dayu & Zhao, Hui & Sun, Jianguo, 2021. "Regression analysis of asynchronous longitudinal data with informative observation processes," Computational Statistics & Data Analysis, Elsevier, vol. 157(C).

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