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Mixture proportional hazards cure model with latent variables 期刊论文
STATISTICS IN MEDICINE, 2021, 页码: 15
作者:  He, Haijin;  Han, Dongxiao;  Song, Xinyuan;  Sun, Liuquan
收藏  |  浏览/下载：127/0  |  提交时间：2022/04/02
cure model  factor analysis  latent variables  logistic regression  proportional hazards model  
A semiparametric mixture model approach for regression analysis of partly interval-censored data with a cured subgroup 期刊论文
STATISTICAL METHODS IN MEDICAL RESEARCH, 2021, 页码: 14
作者:  Sun, Liuquan;  Li, Shuwei;  Wang, Lianming;  Song, Xinyuan
收藏  |  浏览/下载：148/0  |  提交时间：2021/10/26
Expectation-maximization algorithm  maximum likelihood estimation  mixture cure model  partly interval-censored data  proportional hazards model  
Optimal subsample selection for massive logistic regression with distributed data 期刊论文
COMPUTATIONAL STATISTICS, 2021, 页码: 28
作者:  Zuo, Lulu;  Zhang, Haixiang;  Wang, HaiYing;  Sun, Liuquan
收藏  |  浏览/下载：156/0  |  提交时间：2021/04/26
Allocation size  Big data  Distributed and massive data  Subsample estimator  Subsampling probabilities  
Inference in a mixture additive hazards cure model 期刊论文
STATISTICS AND ITS INTERFACE, 2021, 卷号: 14, 期号: 3, 页码: 323-338
作者:  Han, Dongxiao;  He, Haijin;  Sun, Liuquan;  Song, Xinyuan;  Xu, Wei
收藏  |  浏览/下载：151/0  |  提交时间：2021/04/26
Additive hazards model  Cure model  Estimating equation  Logistic regression  Mixture  Model checking  
A joint modeling approach for analyzing marker data in the presence of a terminal event 期刊论文
BIOMETRICS, 2020, 页码: 12
作者:  Zhou, Jie;  Chen, Xin;  Song, Xinyuan;  Sun, Liuquan
收藏  |  浏览/下载：171/0  |  提交时间：2020/05/24
joint modeling  longitudinal data analysis  marker process  medical costs  recurrent events  terminal event  
Variable selection for random effects two-part models 期刊论文
STATISTICAL METHODS IN MEDICAL RESEARCH, 2019, 卷号: 28, 期号: 9, 页码: 2697-2709
作者:  Han, Dongxiao;  Liu, Lei;  Su, Xiaogang;  Johnson, Bankole;  Sun, Liuquan
收藏  |  浏览/下载：207/0  |  提交时间：2020/01/10
High dimensional  mixed effects  pharmacogenetics  precision medicine  tuning parameter  variable selection  
Semiparametric estimation of differences in treatment-specific recurrent event means with a terminal event 期刊论文
STATISTICS AND ITS INTERFACE, 2019, 卷号: 12, 期号: 1, 页码: 1-9
作者:  Sun, Xiaowei;  Sun, Liuquan
收藏  |  浏览/下载：193/0  |  提交时间：2020/01/10
Additive models  Marginal mean  Recurrent events  Semiparametric method  Terminal event  Treatment effect  
A semiparametric additive rate model for a modulated renewal process 期刊论文
LIFETIME DATA ANALYSIS, 2018, 卷号: 24, 期号: 4, 页码: 675-698
作者:  Chen, Xin;  Ding, Jieli;  Sun, Liuquan
收藏  |  浏览/下载：192/0  |  提交时间：2019/03/05
Additive rate model  Block bootstrap  Estimating equation  Mixing condition  Modulated renewal process  Recurrent event data  
Analysis of proportional mean residual life model with latent variables 期刊论文
STATISTICS IN MEDICINE, 2017, 卷号: 36, 期号: 5, 页码: 813-826
作者:  He, Haijin;  Cai, Jingheng;  Song, Xinyuan;  Sun, Liuquan
收藏  |  浏览/下载：159/0  |  提交时间：2018/07/30
borrow-strength estimation  extended estimating equations  factor analysis  latent variables  mean residual life function  proportional model  
Regression Analysis of Additive Hazards Model With Latent Variables 期刊论文
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2015, 卷号: 110, 期号: 511, 页码: 1148-1159
作者:  Pan, Deng;  He, Haijin;  Song, Xinyuan;  Sun, Liuquan
收藏  |  浏览/下载：120/0  |  提交时间：2018/07/30
Additive risk  Borrow-strength estimation  Factor analysis  Latent trait  Multiple correlated outcomes