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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  
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：134/0  |  提交时间：2022/04/02
cure model  factor analysis  latent variables  logistic regression  proportional hazards model  
Estimation in a general semiparametric hazards regression model with missing covariates 期刊论文
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2021, 页码: 28
作者:  Jin, Jin;  Sun, Liuquan
收藏  |  浏览/下载：139/0  |  提交时间：2022/04/02
General hazards regression  missing at random  relative hazards ratio  time-scale change  weighted estimating equations  
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：171/0  |  提交时间：2021/04/26
Additive hazards model  Cure model  Estimating equation  Logistic regression  Mixture  Model checking  
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：205/0  |  提交时间：2019/01/11
Bootstrap resampling  estimating equations  informative observation times  left-censored longitudinal data  Tobit quantile regression  
Frequentist model averaging estimation for the censored partial linear quantile regression model 期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2017, 卷号: 189, 页码: 1-15
作者:  Sun, Zhimeng;  Sun, Liuquan;  Lu, Xiaoling;  Zhu, Ji;  Li, Yongzhuang
收藏  |  浏览/下载：165/0  |  提交时间：2018/07/30
Model averaging  Model selection  Partial linear model  Quantile regression  Random censoring  
Transformed linear quantile regression with censored survival data 期刊论文
STATISTICS AND ITS INTERFACE, 2016, 卷号: 9, 期号: 2, 页码: 131-139
作者:  Miao, Rui;  Sun, Liuquan;  Tian, Guo-Liang
收藏  |  浏览/下载：143/0  |  提交时间：2018/07/30
Censored survival data  Box-Cox transformation  Martingale  Quantile regression  Resampling  
Marginal regression models with time-varying coefficients for recurrent event data 期刊论文
STATISTICS IN MEDICINE, 2011, 卷号: 30, 期号: 18, 页码: 2265-2277
作者:  Sun, Liuquan;  Zhou, Xian;  Guo, Shaojun
收藏  |  浏览/下载：124/0  |  提交时间：2018/07/30
recurrent event data  cumulative regression function  marginal rates model  model checking  semiparametric model  time-varying coefficients  
Least Absolute Relative Error Estimation 期刊论文
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2010, 卷号: 105, 期号: 491, 页码: 1104-1112
作者:  Chen, Kani;  Guo, Shaojun;  Lin, Yuanyuan;  Ying, Zhiliang
收藏  |  浏览/下载：98/0  |  提交时间：2018/07/30
Logarithm transformation  Multiplicative regression model  Random weighting