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Stable prediction in high-dimensional linear models 期刊论文
STATISTICS AND COMPUTING, 2017, 卷号: 27, 期号: 5, 页码: 1401-1412
作者:  Lin, Bingqing;  Wang, Qihua;  Zhang, Jun;  Pang, Zhen
收藏  |  浏览/下载：189/0  |  提交时间：2018/07/30
Model averaging  Variable selection  Penalized regression  Screening  
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
作者:  He, Haijin;  Pan, Deng;  Sun, Liuquan;  Li, Yimei;  Robison, Leslie L.;  Song, Xinyuan
收藏  |  浏览/下载：197/0  |  提交时间：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
作者:  Cai, Jingheng;  He, Haijin;  Song, Xinyuan;  Sun, Liuquan
收藏  |  浏览/下载：129/0  |  提交时间：2018/07/30
Additive-multiplicative model  Estimating equations  Mean residual life function  Survival data  
A novel approach based on KATZ measure to predict associations of human microbiota with non-infectious diseases 期刊论文
BIOINFORMATICS, 2017, 卷号: 33, 期号: 5, 页码: 733-739
作者:  Chen, Xing;  Huang, Yu-An;  You, Zhu-Hong;  Yan, Gui-Ying;  Wang, Xue-Song
收藏  |  浏览/下载：190/0  |  提交时间：2018/07/30
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：183/0  |  提交时间：2018/07/30
borrow-strength estimation  extended estimating equations  factor analysis  latent variables  mean residual life function  proportional model  
Penalized estimation equation for an extended single-index model 期刊论文
ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 2017, 卷号: 69, 期号: 1, 页码: 169-187
作者:  Li, Yongjin;  Zhang, Qingzhao;  Wang, Qihua
收藏  |  浏览/下载：162/0  |  提交时间：2018/07/30
Single-index model  Penalized estimating equations  Variable selection  Oracle property  Smoothly clipped absolute deviation  Adaptive lasso  
Sure explained variability and independence screening 期刊论文
JOURNAL OF NONPARAMETRIC STATISTICS, 2017, 卷号: 29, 期号: 4, 页码: 849-883
作者:  Chen, Min;  Lian, Yimin;  Chen, Zhao;  Zhang, Zhengjun
收藏  |  浏览/下载：179/0  |  提交时间：2018/07/30
Feature screening  sure screening property  generalised measures of correlation  nonparametric inference  model-free approach  
Joint modeling of recurrent and terminal events using additive models 期刊论文
STATISTICS AND ITS INTERFACE, 2017, 卷号: 10, 期号: 4, 页码: 699-710
作者:  Qu, Lianqiang;  Sun, Liuquan;  Liu, Lei
收藏  |  浏览/下载：171/0  |  提交时间：2018/07/30
Additive models  Estimating equations  Frailty  Partial marginal models  Recurrent events  Terminal event