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Variable screening for varying coefficient models with ultrahigh-dimensional survival data 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2022, 卷号: 172, 页码: 12
作者:  Qu, Lianqiang;  Wang, Xiaoyu;  Sun, Liuquan
收藏  |  浏览/下载：83/0  |  提交时间：2023/02/07
Kernel smoothing  Survival data  Ultrahigh dimensionality  Variable screening  Varying coefficient  
A non-marginal variable screening method for the varying coefficient Cox model 期刊论文
STATISTICS AND ITS INTERFACE, 2021, 卷号: 14, 期号: 2, 页码: 197-209
作者:  Qu, Lianqiang;  Sun, Liuquan
收藏  |  浏览/下载：159/0  |  提交时间：2021/04/26
Cox model  Kernel smoothing  Non-marginal screening  Ultrahigh-dimensionality  Varying coefficient  
Proportional Mean Residual Life Model with Varying Coefficients for Length-Biased and Right-Censored Data 期刊论文
ACTA MATHEMATICA SINICA-ENGLISH SERIES, 2020, 卷号: 36, 期号: 5, 页码: 578-596
作者:  Xu, Da;  Zhou, Yong
收藏  |  浏览/下载：155/0  |  提交时间：2020/06/30
Length-biased data  proportional hazards model  mean residual life  varying-coefficient model  
Local composite partial likelihood estimation for length-biased and right-censored data 期刊论文
JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2019, 卷号: 89, 期号: 14, 页码: 2661-2677
作者:  Xu, Da;  Zhou, Yong
收藏  |  浏览/下载：186/0  |  提交时间：2020/01/10
Length-biased and right-censored data  proportional hazard model  composite partial likelihood  varying-coefficient model  
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：224/0  |  提交时间：2018/07/30
Additive hazards models  Group penalty  Kernel smoothing  Local sparsity  Oracle property  Varying coefficients  
Variable screening for ultrahigh dimensional heterogeneous data via conditional quantile correlations 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2018, 卷号: 165, 页码: 1-13
作者:  Zhang, Shucong;  Zhou, Yong
收藏  |  浏览/下载：170/0  |  提交时间：2018/07/30
Conditional quantile correlation  Conditional quantile screening  Ultrahigh dimensionality  Varying coefficient models  
A varying coefficient approach to estimating hedonic housing price functions and their quantiles 期刊论文
JOURNAL OF APPLIED STATISTICS, 2017, 卷号: 44, 期号: 11, 页码: 1979-1999
作者:  Wan, Alan T. K.;  Xie, Shangyu;  Zhou, Yong
收藏  |  浏览/下载：119/0  |  提交时间：2018/07/30
Hedonic price function  heterogeneity  housing  kernel estimation  quantile regression  varying-coefficient  
Semiparametric varying-coefficient model with right-censored and length-biased data 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2016, 卷号: 152, 页码: 119-144
作者:  Lin, Cunjie;  Zhou, Yong
收藏  |  浏览/下载：122/0  |  提交时间：2018/07/30
Length-biased data  Local linear regression  Right-censored  Semiparametric varying-coefficient model  
Semiparametric Quantile Regression Analysis of Right-censored and Length-biased Failure Time Data with Partially Linear Varying Effects 期刊论文
SCANDINAVIAN JOURNAL OF STATISTICS, 2016, 卷号: 43, 期号: 4, 页码: 921-938
作者:  Chen, Xuerong;  Liu, Yeqian;  Sun, Jianguo;  Zhou, Yong
收藏  |  浏览/下载：108/0  |  提交时间：2018/07/30
length-biased data  quantile regression  resampling method  right censoring  varying-coefficient model  
Efficient estimation for the heteroscedastic single-index varying coefficient models 期刊论文
STATISTICS & PROBABILITY LETTERS, 2016, 卷号: 110, 页码: 84-93
作者:  Lai, Peng;  Zhang, Qingzhao;  Lian, Heng;  Wang, Qihua
收藏  |  浏览/下载：134/0  |  提交时间：2018/07/30
Single-index varying coefficient model  Efficiency  Semiparametric efficiency bound  Estimating equation