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SPARSE COMPOSITE QUANTILE REGRESSION WITH ULTRAHIGH-DIMENSIONAL HETEROGENEOUS DATA 期刊论文
STATISTICA SINICA, 2022, 卷号: 32, 期号: 1, 页码: 459-475
作者:  Qu, Lianqiang;  Hao, Meiling;  Sun, Liuquan
收藏  |  浏览/下载：131/0  |  提交时间：2022/04/02
Quantile regression  sparsity  ultrahigh-dimensional data  variable screening  
Variable selection in joint frailty models of recurrent and terminal events 期刊论文
BIOMETRICS, 2020, 页码: 10
作者:  Han, Dongxiao;  Su, Xiaogang;  Sun, Liuquan;  Zhang, Zhou;  Liu, Lei
收藏  |  浏览/下载：220/0  |  提交时间：2020/05/24
frailty models  informative censoring  proportional hazards models  recurrent event  survival analysis  variable selection  
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
作者:  He, Haijin;  Pan, Deng;  Song, Xinyuan;  Sun, Liuquan
收藏  |  浏览/下载：301/0  |  提交时间：2019/03/05
Borrow-strength estimation  corrected estimating equations  distribution-free factor analysis  latent variables  mean residual life function  model checking  
Consistent test for parametric models with right-censored data using projections 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2018, 卷号: 118, 页码: 112-125
作者:  Sun, Zhihua;  Ye, Xue;  Sun, Liuquan
收藏  |  浏览/下载：278/0  |  提交时间：2018/07/30
Consistent test  Curse-of-dimensionality-free  Empirical process  Projection  Right-censored data  
TOBIT QUANTILE REGRESSION OF LEFT-CENSORED LONGITUDINAL DATA WITH INFORMATIVE OBSERVATION TIMES 期刊论文
STATISTICA SINICA, 2018, 卷号: 28, 期号: 1, 页码: 527-548
作者:  Wang, Zhanfeng;  Ding, Jieli;  Sun, Liuquan;  Wu, Yaohua
收藏  |  浏览/下载：204/0  |  提交时间：2019/01/11
Bootstrap resampling  estimating equations  informative observation times  left-censored longitudinal data  Tobit quantile regression  
Analysis of Panel Count Data with Time-dependent Covariates and Informative Observation Process 期刊论文
ACTA MATHEMATICAE APPLICATAE SINICA-ENGLISH SERIES, 2017, 卷号: 33, 期号: 1, 页码: 147-156
作者:  Fang, Sha;  Zhang, Hai-xiang;  Sun, Liu-quan;  Wang, De-hui
收藏  |  浏览/下载：137/0  |  提交时间：2018/07/30
estimating equation  informative observation process  joint modeling  model checking  panel count data  
Consistent test of error-in-variables partially linear model with auxiliary variables 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2015, 卷号: 141, 页码: 118-131
作者:  Sun, Zhihua;  Ye, Xue;  Sun, Liuquan
收藏  |  浏览/下载：136/0  |  提交时间：2018/07/30
Auxiliary variable  Consistent test  Measurement error  Model check  Partial linear model  
Semiparametric analysis of longitudinal data with informative observation times 期刊论文
ACTA MATHEMATICAE APPLICATAE SINICA-ENGLISH SERIES, 2011, 卷号: 27, 期号: 1, 页码: 29-42
作者:  Sun, Liu-quan;  Mu, Xiao-yun;  Sun, Zhi-hua;  Tong, Xing-wei
收藏  |  浏览/下载：129/0  |  提交时间：2018/07/30
Estimating equations  Informative observation times  Joint modeling  Latent variables  Longitudinal data  
Regression analysis of multivariate recurrent event data with time-varying covariate effects 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2009, 卷号: 100, 期号: 10, 页码: 2214-2223
作者:  Sun, Liuquan;  Zhu, Liang;  Sun, Jianguo
收藏  |  浏览/下载：116/0  |  提交时间：2018/07/30
Event history study  Marginal models  Recurrent event data  Time-varying coefficients  
Testing the proportional odds model for interval-censored data 期刊论文
LIFETIME DATA ANALYSIS, 2007, 卷号: 13, 期号: 1, 页码: 37-50
作者:  Sun, Jianguo;  Sun, Liuquan;  Zhu, Chao
收藏  |  浏览/下载：135/0  |  提交时间：2018/07/30
asymptotic normality  bootstrapping  goodness-of-fit test  interval-censoring