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Quantile regression in big data: A divide and conquer based strategy 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2020, 卷号: 144, 页码: 17
作者:  Chen, Lanjue;  Zhou, Yong
收藏  |  浏览/下载:163/0  |  提交时间:2020/05/24
Data stream  Divide and conquer  Estimating equation  Massive data sets  Quantile regression  
Likelihood ratio-type tests in weighted composite quantile regression of DTARCH models 期刊论文
SCIENCE CHINA-MATHEMATICS, 2019, 卷号: 62, 期号: 12, 页码: 2571-2590
作者:  Liu, Xiaoqian;  Song, Xinyuan;  Zhou, Yong
收藏  |  浏览/下载:183/0  |  提交时间:2020/05/24
DTARCH model  quantile  weighted composite quantile regression  modified likelihood ratio test  restricted WCQR estimators  unrestricted WCQR estimators  
Nonparametric and semiparametric estimation of quantile residual lifetime for length-biased and right-censored data 期刊论文
CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, 2017, 卷号: 45, 期号: 2, 页码: 220-250
作者:  Wang, Yixin;  Zhou, Zhefang;  Zhou, Xiao-Hua;  Zhou, Yong
收藏  |  浏览/下载:148/0  |  提交时间:2018/07/30
Cox model  length-bias  quantile residual lifetime model  right-censoring  
Monotone rank estimation of transformation models with length-biased and right-censored data 期刊论文
SCIENCE CHINA-MATHEMATICS, 2015, 卷号: 58, 期号: 10, 页码: 2055-2068
作者:  Chen XiaoPing;  Shi JianHua;  Zhou Yong
收藏  |  浏览/下载:105/0  |  提交时间:2018/07/30
monotone rank estimation  length-biased data  right-censored data  random weighting  transformation model  
A varying-coefficient approach to estimating multi-level clustered data models 期刊论文
TEST, 2015, 卷号: 24, 期号: 2, 页码: 417-440
作者:  You, Jinhong;  Wan, Alan T. K.;  Liu, Shu;  Zhou, Yong
收藏  |  浏览/下载:117/0  |  提交时间:2018/07/30
Asymptotic normality  Correlation  Nonparametric  Clustered data  Two-stage estimation  
Efficient Quantile Regression Analysis With Missing Observations 期刊论文
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2015, 卷号: 110, 期号: 510, 页码: 723-741
作者:  Chen, Xuerong;  Wan, Alan T. K.;  Zhou, Yong
收藏  |  浏览/下载:111/0  |  提交时间:2018/07/30
Estimating equations  Missing at random  Resampling method  Semiparametric efficient  
Combining least-squares and quantile regressions 期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2011, 卷号: 141, 期号: 12, 页码: 3814-3828
作者:  Zhou, Yong;  Wan, Alan T. K.;  Yuan, Yuan
收藏  |  浏览/下载:112/0  |  提交时间:2018/07/30
Empirical likelihood  Estimating equations  Generalized method of moments  Kernel  Smoothing  
Smooth estimation of ROC curve in the presence of auxiliary information 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2011, 卷号: 24, 期号: 5, 页码: 919-944
作者:  Zhou, Yong;  Zhou, Haibo;  Ma, Yunbei
收藏  |  浏览/下载:111/0  |  提交时间:2018/07/30
Auxiliary information  empirical likelihood  ROC curve  smooth estimation  
Series Estimation in Partially Linear In-Slide Regression Models 期刊论文
SCANDINAVIAN JOURNAL OF STATISTICS, 2011, 卷号: 38, 期号: 1, 页码: 89-107
作者:  You, Jinhong;  Zhou, Xian;  Zhou, Yong
收藏  |  浏览/下载:130/0  |  提交时间:2018/07/30
fixed effect  partially linear  semiparametric least squares  series approximation  
smoothestimationofroccurveinthepresenceofauxiliaryinformation 期刊论文
journalofsystemsscienceandcomplexity, 2011, 卷号: 024, 期号: 005, 页码: 919
作者:  Zhou Yong;  Zhou Haibo;  Ma Yunbei
收藏  |  浏览/下载:97/0  |  提交时间:2020/01/10