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Theory and Methods

Reweighting Estimators for Cox Regression With Missing Covariates

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Pages 1155-1167 | Received 01 Apr 2007, Published online: 01 Jan 2012

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Jin Jin & Liuquan Sun. (2023) Estimation in a general semiparametric hazards regression model with missing covariates. Communications in Statistics - Theory and Methods 52:9, pages 3070-3097.
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Zhiping Qiu, Huijuan Ma & Jianhua Shi. (2022) Reweighting estimators for the transformation models with length-biased sampling data and missing covariates. Communications in Statistics - Theory and Methods 51:13, pages 4252-4275.
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Zhiping Qiu. (2017) Statistical inference under imputation for proportional hazard model with missing covariates. Communications in Statistics - Theory and Methods 46:23, pages 11575-11590.
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Jon Arni Steingrimsson & Robert L. Strawderman. (2017) Estimation in the Semiparametric Accelerated Failure Time Model With Missing Covariates: Improving Efficiency Through Augmentation. Journal of the American Statistical Association 112:519, pages 1221-1235.
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Articles from other publishers (19)

Wenwen Li, Huijuan Ma, David Faraggi & Gregg E. Dinse. (2022) Generalized mean residual life models for survival data with missing censoring indicators. Statistics in Medicine 42:3, pages 264-280.
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Haodong Wang, Quefeng Li & Yufeng Liu. (2022) Regularized Buckley–James method for right‐censored outcomes with block‐missing multimodal covariates. Stat 11:1.
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Soyoung Kim, Jae-Kwang Kim & Kwang Woo Ahn. (2022) A calibrated Bayesian method for the stratified proportional hazards model with missing covariates. Lifetime Data Analysis 28:2, pages 169-193.
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Jin Jin, Peng Ye & Liuquan Sun. (2021) A class of weighted estimating equations for additive hazard models with covariates missing at random. Science China Mathematics 65:3, pages 583-602.
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Zhiping Qiu, Huijuan Ma, Jianwei Chen & Gregg E Dinse. (2021) Quantile regression models for survival data with missing censoring indicators. Statistical Methods in Medical Research 30:5, pages 1320-1331.
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Mingyue Du, Huiqiong Li & Jianguo Sun. (2021) Regression analysis of censored data with nonignorable missing covariates and application to Alzheimer Disease. Computational Statistics & Data Analysis 157, pages 107157.
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Huiqiong Li, Han Zhang, Liang Zhu, Ni Li & Jianguo Sun. (2020) Estimation of the additive hazards model with interval‐censored data and missing covariates. Canadian Journal of Statistics 48:3, pages 499-517.
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Yanyao Yi, Ting Ye, Menggang Yu & Jun Shao. (2019) Cox regression with survival‐time‐dependent missing covariate values. Biometrics 76:2, pages 460-471.
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Feipeng Zhang, Xingqiu Zhao & Yong Zhou. (2018) An embedded estimating equation for the additive risk model with biased-sampling data. Science China Mathematics 61:8, pages 1495-1518.
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Soohyun Ahn, Johan Lim, Myunghee Cho Paik, Ralph L. Sacco & Mitchell S. Elkind. (2018) Cox model with interval-censored covariate in cohort studies. Biometrical Journal 60:4, pages 797-814.
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Xiaolin Chen & Jianwen Cai. (2017) Reweighted estimators for additive hazard model with censoring indicators missing at random. Lifetime Data Analysis 24:2, pages 224-249.
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Yang Ning, Grace Yi & Nancy Reid. (2018) A Class of Weighted Estimating Equations for Semiparametric Transformation Models with Missing Covariates. Scandinavian Journal of Statistics 45:1, pages 87-109.
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Torben Martinussen, Klaus K. Holst & Thomas H. Scheike. (2015) Cox regression with missing covariate data using a modified partial likelihood method. Lifetime Data Analysis 22:4, pages 570-588.
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Shanshan LiYang Ning. (2015) Estimation of covariate-specific time-dependent ROC curves in the presence of missing biomarkers. Biometrics 71:3, pages 666-676.
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Na Hu, Xuerong Chen & Jianguo Sun. (2015) Regression Analysis of Length-biased and Right-censored Failure Time Data with Missing Covariates. Scandinavian Journal of Statistics 42:2, pages 438-452.
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Maria E. Montez-Rath, Wolfgang C. Winkelmayer & Manisha Desai. (2014) Addressing Missing Data in Clinical Studies of Kidney Diseases. Clinical Journal of the American Society of Nephrology 9:7, pages 1328-1335.
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Meiling Hao, Xinyuan Song & Liuquan Sun. (2014) Reweighting estimators for the additive hazards model with missing covariates. Canadian Journal of Statistics 42:2, pages 285-307.
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Xiao SongChing-Yun Wang. (2013) Time-varying coefficient proportional hazards model with missing covariates. Statistics in Medicine 32:12, pages 2013-2030.
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Qiang XuMyunghee Cho PaikTatjana RundekMitchell S. V. ElkindRalph L. Sacco. (2011) Reweighting estimators for Cox regression with missing covariate data: Analysis of insulin resistance and risk of stroke in the Northern Manhattan Study. Statistics in Medicine 30:28, pages 3328-3340.
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