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A joint modeling approach for analyzing marker data in the presence of a terminal event 期刊论文
BIOMETRICS, 2020, 页码: 12
Authors:  Zhou, Jie;  Chen, Xin;  Song, Xinyuan;  Sun, Liuquan
Favorite  |  View/Download:1/0  |  Submit date:2020/05/24
joint modeling  longitudinal data analysis  marker process  medical costs  recurrent events  terminal event  
ADDITIVE MEAN RESIDUAL LIFE MODEL WITH LATENT VARIABLES UNDER RIGHT CENSORING 期刊论文
STATISTICA SINICA, 2019, 卷号: 29, 期号: 1, 页码: 47-66
Authors:  He, Haijin;  Pan, Deng;  Song, Xinyuan;  Sun, Liuquan
Favorite  |  View/Download:7/0  |  Submit date:2019/03/05
Borrow-strength estimation  corrected estimating equations  distribution-free factor analysis  latent variables  mean residual life function  model checking  
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
Authors:  Qu, Lianqiang;  Song, Xinyuan;  Sun, Liuquan
Favorite  |  View/Download:14/0  |  Submit date:2018/07/30
Additive hazards models  Group penalty  Kernel smoothing  Local sparsity  Oracle property  Varying coefficients  
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
Authors:  Qu, Lianqiang;  Song, Xinyuan;  Sun, Liuquan
Favorite  |  View/Download:3/0  |  Submit date:2019/12/31
Analysis of a fixed center effect additive rates model for recurrent event data 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2017, 卷号: 112, 页码: 186-197
Authors:  He, Haijin;  Pan, Deng;  Sun, Liuquan;  Li, Yimei;  Robison, Leslie L.;  Song, Xinyuan
Favorite  |  View/Download:10/0  |  Submit date:2018/07/30
Additive rates model  Center effects  Recurrent events  Terminal event  Model checking  
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
Authors:  Cai, Jingheng;  He, Haijin;  Song, Xinyuan;  Sun, Liuquan
Favorite  |  View/Download:4/0  |  Submit date: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
Authors:  He, Haijin;  Cai, Jingheng;  Song, Xinyuan;  Sun, Liuquan
Favorite  |  View/Download:4/0  |  Submit date: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
Authors:  Han, Miao;  Song, Xinyuan;  Sun, Liuquan;  Liu, Lei
Favorite  |  View/Download:3/0  |  Submit date: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
Authors:  Pan, Deng;  He, Haijin;  Song, Xinyuan;  Sun, Liuquan
Favorite  |  View/Download:3/0  |  Submit date:2018/07/30
Additive risk  Borrow-strength estimation  Factor analysis  Latent trait  Multiple correlated outcomes  
Regression analysis of longitudinal data with time-dependent covariates in the presence of informative observation and censoring times 期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2011, 卷号: 141, 期号: 8, 页码: 2902-2919
Authors:  Sun, Liuquan;  Song, Xinyuan;  Zhou, Jie
Favorite  |  View/Download:7/0  |  Submit date:2018/07/30
Generalized estimating equations  Informative observation times  Joint modeling  Latent variables  Model checking  Time-varying coefficient