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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
Authors:  Chen, Lanjue;  Zhou, Yong
Favorite  |  View/Download:20/0  |  Submit date:2020/05/24
Data stream  Divide and conquer  Estimating equation  Massive data sets  Quantile regression  
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
Authors:  Chen, Xuerong;  Liu, Yeqian;  Sun, Jianguo;  Zhou, Yong
Favorite  |  View/Download:10/0  |  Submit date:2018/07/30
length-biased data  quantile regression  resampling method  right censoring  varying-coefficient model  
Quantile regression of longitudinal data with informative observation times 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2016, 卷号: 144, 页码: 176-188
Authors:  Chen, Xuerong;  Tang, Niansheng;  Zhou, Yong
Favorite  |  View/Download:11/0  |  Submit date:2018/07/30
Estimating equation  Informative observation times  Longitudinal data  Quantile regression  Resampling method  
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
Authors:  Chen XiaoPing;  Shi JianHua;  Zhou Yong
Favorite  |  View/Download:12/0  |  Submit date:2018/07/30
monotone rank estimation  length-biased data  right-censored data  random weighting  transformation model  
The strong representation for the nonparametric estimator of length-biased and right-censored data 期刊论文
STATISTICS & PROBABILITY LETTERS, 2015, 卷号: 104, 页码: 49-57
Authors:  Shi, Jianhua;  Chen, Xiaoping;  Zhou, Yong
Favorite  |  View/Download:23/0  |  Submit date:2018/07/30
Truncated data  Strong representation  Length-biased  Right-censored  
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
Authors:  Chen, Xuerong;  Wan, Alan T. K.;  Zhou, Yong
Favorite  |  View/Download:18/0  |  Submit date:2018/07/30
Estimating equations  Missing at random  Resampling method  Semiparametric efficient  
纵向数据下广义估计方程估计 期刊论文
数学学报, 2012, 卷号: 055, 期号: 001, 页码: 1
Authors:  赵目;  陈柏成;  周勇
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Gaining efficiency via weighted estimators for multivariate failure time data 期刊论文
SCIENCE IN CHINA SERIES A-MATHEMATICS, 2009, 卷号: 52, 期号: 6, 页码: 1113-1128
Authors:  Fan JianQing;  Zhou Yong;  Cai JianWen;  Chen Min
Favorite  |  View/Download:12/0  |  Submit date:2018/07/30
marginal hazard model  pseudo-partial likelihood  working independence estimator  optimal weight  
Detections of changes in return by a wavelet smoother with conditional heteroscedastic volatility 期刊论文
JOURNAL OF ECONOMETRICS, 2008, 卷号: 143, 期号: 2, 页码: 227-262
Authors:  Chen, Gongmeng;  Choi, Yoon K.;  Zhou, Yong
Favorite  |  View/Download:10/0  |  Submit date:2018/07/30
nonparametric regression  wavelet coefficient  change points  kernel estimation  local polynomial smoother  conditional heteroscedastic variance  alpha-mixing  
Statistical inference of partially linear regression models with heteroscedastic errors 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2007, 卷号: 98, 期号: 8, 页码: 1539-1557
Authors:  You, Jinhong;  Chen, Gemai;  Zhou, Yong
Favorite  |  View/Download:12/0  |  Submit date:2018/07/30
semiparametric regression model  heteroscedasticity  local polynomial  asymptotic normality  model selection