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Journal of the American Statistical Association Volume 108, 2013 - Issue 501
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Theory and Methods

A Unified Approach to Semiparametric Transformation Models Under General Biased Sampling Schemes

Jane Paik Kim Department of Medicine, Stanford University, Stanford, CA, 94305
,
Wenbin Lu Department of Statistics, North Carolina State University, Raleigh, NC, 27695
,
Tony Sit Department of Statistics, North Carolina State University, Raleigh, NC, 27695
&
Zhiliang Ying Department of Statistics, Columbia University, New York, NY, 10027
Pages 217-227 | Received 01 Sep 2011, Published online: 15 Mar 2013

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Chi Wing Chu, Tony Sit & Gongjun Xu. (2021) Transformed Dynamic Quantile Regression on Censored Data. Journal of the American Statistical Association 116:534, pages 874-886.
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Zhiliang Ying, Wen Yu, Ziqiang Zhao & Ming Zheng. (2020) Regression Analysis of Doubly Truncated Data. Journal of the American Statistical Association 115:530, pages 810-821.
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Jinhan Xie, Yuanyuan Lin, Xiaodong Yan & Niansheng Tang. (2020) Category-Adaptive Variable Screening for Ultra-High Dimensional Heterogeneous Categorical Data. Journal of the American Statistical Association 115:530, pages 747-760.
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Li-Pang Chen. (2020) Semiparametric estimation for the transformation model with length-biased data and covariate measurement error. Journal of Statistical Computation and Simulation 90:3, pages 420-442.
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Wenhua Wei, Alan T. K. Wan & Yong Zhou. (2018) Partially linear transformation model for length-biased and right-censored data. Journal of Nonparametric Statistics 30:2, pages 332-367.
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Gongjun Xu, Tony Sit, Lan Wang & Chiung-Yu Huang. (2017) Estimation and Inference of Quantile Regression for Survival Data Under Biased Sampling. Journal of the American Statistical Association 112:520, pages 1571-1586.
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S. M. A. Jahanshahi, A. Habibi Rad & V. Fakoor. (2017) Goodness-of-fit test under length-biased sampling. Communications in Statistics - Theory and Methods 46:15, pages 7580-7592.
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Pao-sheng Shen, Yi Liu, Der-Pyng Maa & Yeunjyr Ju. (2017) Analysis of transformation models with right-truncated data. Statistics 51:2, pages 404-418.
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Fangfang Bai & Ruiyu Yang. Estimation of treatment effects in two sample problems under general biased sampling data. Communications in Statistics - Theory and Methods 0:0, pages 1-13.
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Alan T. K. Wan, Wei Zhao, Peter Gilbert & Yong Zhou. (2023) A varying-coefficient partially linear transformation model for length-biased data with an application to HIV vaccine studies. The International Journal of Biostatistics 19:1, pages 131-162.
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Zhiping Qiu & Dixin Wu. (2023) Generalized accelerated failure time model with censored data from case-cohort studies. Journal of Statistical Planning and Inference 224, pages 42-53.
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Zheng Ming, Lin Chanjuan & Yu Wen. (2022) Variable selection in doubly truncated regression models. SCIENTIA SINICA Mathematica 52:12, pages 1433.
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Guoqing Diao & Jing Qin. (2021) New semiparametric regression method with applications in selection‐biased sampling and missing data problems. Canadian Journal of Statistics 49:4, pages 1179-1195.
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N W Deresa & I Van Keilegom. (2021) On semiparametric modelling, estimation and inference for survival data subject to dependent censoring. Biometrika 108:4, pages 965-979.
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Chyong-Mei Chen, Pao-sheng Shen & Yi Liu. (2019) On semiparametric transformation model with LTRC data: pseudo likelihood approach. Statistical Papers 62:1, pages 3-30.
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Xiao-lin Chen. (2020) Regression Analysis for the Additive Hazards Model with General Biased Survival Data. Acta Mathematicae Applicatae Sinica, English Series 36:3, pages 545-556.
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Li-Pang Chen. (2020) Causal inference for left-truncated and right-censored data with covariate measurement error. Computational and Applied Mathematics 39:2.
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Huijuan Ma, Wei Zhao & Yong Zhou. (2020) Semiparametric model of mean residual life with biased sampling data. Computational Statistics & Data Analysis 142, pages 106826.
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Pao-sheng Shen & Yi Liu. (2019) Pseudo MLE for semiparametric transformation model with doubly truncated data. Journal of the Korean Statistical Society 48:3, pages 384-395.
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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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Micha Mandel, Jacobo de Uña-Álvarez, David K. Simon & Rebecca A. Betensky. (2018) Inverse Probability Weighted Cox Regression for Doubly Truncated Data. Biometrics 74:2, pages 481-487.
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Chyong-Mei Chen & Pao-Sheng Shen. (2017) Conditional maximum likelihood estimation in semiparametric transformation model with LTRC data. Lifetime Data Analysis 24:2, pages 250-272.
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Jin Piao, Jing Ning, Christina D Chambers & Ronghui Xu. (2018) Semiparametric model and inference for spontaneous abortion data with a cured proportion and biased sampling. Biostatistics 19:1, pages 54-70.
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Shanshan Li. (2016) Estimating time‐dependent ROC curves using data under prevalent sampling. Statistics in Medicine 36:8, pages 1285-1301.
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YanFeng Li, HuiJuan Ma, DeHui Wang & Yong Zhou. (2016) Analyzing the general biased data by additive risk model. Science China Mathematics 60:4, pages 685-700.
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Chyong‐Mei Chen, Pao‐Sheng Shen, James Cheng‐Chung Wei & Lichi Lin. (2016) A semiparametric mixture cure survival model for left‐truncated and right‐censored data. Biometrical Journal 59:2, pages 270-290.
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Yu Shen, Jing Ning & Jing Qin. (2016) Nonparametric and semiparametric regression estimation for length-biased survival data. Lifetime Data Analysis 23:1, pages 3-24.
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Jane Paik Kim, Tony Sit & Zhiliang Ying. (2016) Accelerated failure time model under general biased sampling scheme: Table 1.. Biostatistics 17:3, pages 576-588.
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Zhiping Qiu & Yong Zhou. (2015) Partially linear transformation models with varying coefficients for multivariate failure time data. Journal of Multivariate Analysis 142, pages 144-166.
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Xuan Wang & Qihua Wang. (2015) Estimation for semiparametric transformation models with length-biased sampling. Journal of Statistical Planning and Inference 156, pages 80-89.
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Yu‐Jen Cheng & Chiung‐Yu Huang. (2014) Combined estimating equation approaches for semiparametric transformation models with length‐biased survival data. Biometrics 70:3, pages 608-618.
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