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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：187/0  |  提交时间：2021/10/26
Expectation-maximization algorithm  maximum likelihood estimation  mixture cure model  partly interval-censored data  proportional hazards model  
Likelihood ratio-type tests in weighted composite quantile regression of DTARCH models 期刊论文
SCIENCE CHINA-MATHEMATICS, 2019, 卷号: 62, 期号: 12, 页码: 2571-2590
作者:  Liu, Xiaoqian;  Song, Xinyuan;  Zhou, Yong
收藏  |  浏览/下载：218/0  |  提交时间：2020/05/24
DTARCH model  quantile  weighted composite quantile regression  modified likelihood ratio test  restricted WCQR estimators  unrestricted WCQR estimators  
Identification of local sparsity and variable selection for varying coefficient additive hazards models 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2018, 卷号: 125, 页码: 119-135
作者:  Qu, Lianqiang;  Song, Xinyuan;  Sun, Liuquan
收藏  |  浏览/下载：257/0  |  提交时间：2018/07/30
Additive hazards models  Group penalty  Kernel smoothing  Local sparsity  Oracle property  Varying coefficients  
An additive-multiplicative mean residual life model for right-censored data 期刊论文
BIOMETRICAL JOURNAL, 2017, 卷号: 59, 期号: 3, 页码: 579-592
作者:  Cai, Jingheng;  He, Haijin;  Song, Xinyuan;  Sun, Liuquan
收藏  |  浏览/下载：145/0  |  提交时间：2018/07/30
Additive-multiplicative model  Estimating equations  Mean residual life function  Survival 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：200/0  |  提交时间：2018/07/30
borrow-strength estimation  extended estimating equations  factor analysis  latent variables  mean residual life function  proportional model  
AN ADDITIVE-MULTIPLICATIVE MEAN MODEL FOR MARKER DATA CONTINGENT ON RECURRENT EVENT WITH AN INFORMATIVE TERMINAL EVENT 期刊论文
STATISTICA SINICA, 2016, 卷号: 26, 期号: 3, 页码: 1197-1218
作者:  Han, Miao;  Song, Xinyuan;  Sun, Liuquan;  Liu, Lei
收藏  |  浏览/下载：172/0  |  提交时间：2018/07/30
Estimating equations  joint modeling  latent variables  marker data  recurrent event  terminal event  
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：154/0  |  提交时间：2018/07/30
Additive risk  Borrow-strength estimation  Factor analysis  Latent trait  Multiple correlated outcomes  
Additive hazards regression with censoring indicators missing at random 期刊论文
CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, 2010, 卷号: 38, 期号: 3, 页码: 333-351
作者:  Song, Xinyuan;  Sun, Liuquan;  Mu, Xiaoyun;  Dinse, Gregg E.
收藏  |  浏览/下载：146/0  |  提交时间：2018/07/30
Additive hazards model  censoring  kernel smoother  missing at random  weighted estimating equation