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Inexact proximal stochastic gradient method for convex composite optimization 期刊论文
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2017, 卷号: 68, 期号: 3, 页码: 579-618
作者:  Wang, Xiao;  Wang, Shuxiong;  Zhang, Hongchao
收藏  |  浏览/下载：148/0  |  提交时间：2018/07/30
Convex composite optimization  Empirical risk minimization  Stochastic gradient  Inexact methods  Global convergence  Complexity bound  
Generalized profile LSE in varying-coefficient partially linear models with measurement errors 期刊论文
Acta Mathematicae Applicatae Sinica, English Series,, 2013, 卷号: 29, 期号: 3, 页码: 477-490
作者:  Ma Yunbei;  You Jinhong;  Zhou Yong
收藏  |  浏览/下载：73/0  |  提交时间：2021/01/14
REGRESSION-MODELS  VARIABLES  INFERENCES  Semiparametric modeling  varying-coefficient  measurement error  local polynomial  profile least squares  asymptotic normality  
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  
STRONG CONVERGENCE RATES OF SEVERAL ESTIMATORS IN SEMIPARAMETRIC VARYING-COEFFICIENT PARTIALLY LINEAR MODELS 期刊论文
ACTA MATHEMATICA SCIENTIA, 2009, 卷号: 29, 期号: 5, 页码: 1113-1127
作者:  Zhou Yong;  You Jinhong;  Wang Xiaojing
收藏  |  浏览/下载：95/0  |  提交时间：2018/07/30
partially linear regression model  varying-coefficient  profile leastsquares  error variance  strong convergence rate  law of iterated logarithm  
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
作者:  You, Jinhong;  Chen, Gemai;  Zhou, Yong
收藏  |  浏览/下载：120/0  |  提交时间：2018/07/30
semiparametric regression model  heteroscedasticity  local polynomial  asymptotic normality  model selection  
Comparison of confidence intervals on the among group variance in the unbalanced variance component model 期刊论文
JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2007, 卷号: 77, 期号: 6, 页码: 477-486
作者:  Li, Xinmin;  Li, Guoying
收藏  |  浏览/下载：98/0  |  提交时间：2018/07/30
variance component  approximate confidence interval  coverage probability  
Confidence intervals on sum of variance components with unbalanced designs 期刊论文
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2005, 卷号: 34, 期号: 4, 页码: 833-845
作者:  Li, XM;  Li, GY
收藏  |  浏览/下载：90/0  |  提交时间：2018/07/30
coverage probability  generalized pivotal quantity  variance component