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Distributed stochastic gradient tracking methods with momentum acceleration for non-convex optimization 期刊论文
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2022, 页码: 42
Authors:  Gao, Juan;  Liu, Xin-Wei;  Dai, Yu-Hong;  Huang, Yakui;  Gu, Junhua
Favorite  |  View/Download:134/0  |  Submit date:2023/02/07
Distributed non-convex optimization  Machine learning  Momentum methods  Optimization algorithms  Convergence rate  
DISTRIBUTED ORDER ESTIMATION OF ARX MODEL UNDER 期刊论文
SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2022, 卷号: 60, 期号: 3, 页码: 1519-1545
Authors:  Gan, D. I. E.;  Liu, Zhixin
Favorite  |  View/Download:242/0  |  Submit date:2023/02/07
distributed order estimation  cooperative excitation condition  distributed least squares  convergence  
Direct local linear estimation for Sharpe ratio function 期刊论文
CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, 2021, 页码: 23
Authors:  Lin, Hongmei;  Tong, Tiejun;  Wang, Yuedong;  Xu, Wenchao;  Zhang, Riquan
Favorite  |  View/Download:146/0  |  Submit date:2022/04/02
Heteroscedasticity  local likelihood estimation  local linear regression  nonparametric regression  Sharpe ratio function  
Quantile Regression under Local Misspecification 期刊论文
ACTA MATHEMATICAE APPLICATAE SINICA-ENGLISH SERIES, 2020, 卷号: 36, 期号: 4, 页码: 790-802
Authors:  Duan, Xiao-gang;  Wang, Qi-hua
Favorite  |  View/Download:175/0  |  Submit date:2021/04/26
frequentist model averaging  focus information criterion  local framework  quantile regression  
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
Authors:  Lin, Cunjie;  Zhou, Yong
Favorite  |  View/Download:140/0  |  Submit date:2018/07/30
Length-biased data  Local linear regression  Right-censored  Semiparametric varying-coefficient model  
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
Authors:  Ma Yunbei;  You Jinhong;  Zhou Yong
Favorite  |  View/Download:95/0  |  Submit date:2021/01/14
REGRESSION-MODELS  VARIABLES  INFERENCES  Semiparametric modeling  varying-coefficient  measurement error  local polynomial  profile least squares  asymptotic normality  
Model checking for a general linear model with nonignorable missing covariates 期刊论文
ACTA MATHEMATICAE APPLICATAE SINICA-ENGLISH SERIES, 2012, 卷号: 28, 期号: 1, 页码: 99-110
Authors:  Sun Zhihua;  Ip WaiCheung;  Wong Heung
Favorite  |  View/Download:109/0  |  Submit date:2021/01/14
REGRESSION  general linear model  model checking  nonignorable missing covariates  sensitivity analysis  
Partially linear single-index model with missing responses at random 期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2011, 卷号: 141, 期号: 2, 页码: 1047-1058
Authors:  Lai, Peng;  Wang, Qihua
Favorite  |  View/Download:143/0  |  Submit date:2018/07/30
Single-index model  Semiparametric models  Imputation estimator  Local linear smooth  Bandwidth selection  
Statistical inference for panel data semiparametric partially linear regression models with heteroscedastic errors 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2010, 卷号: 101, 期号: 5, 页码: 1079-1101
Authors:  You, Jinhong;  Zhou, Xian;  Zhou, Yong
Favorite  |  View/Download:133/0  |  Submit date:2018/07/30
Asymptotic normality  Heteroscedasticity  One-way error component structure  Panel data  Partially linear model  Semiparametric estimation  
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
Authors:  Zhou Yong;  You Jinhong;  Wang Xiaojing
Favorite  |  View/Download:110/0  |  Submit date:2018/07/30
partially linear regression model  varying-coefficient  profile leastsquares  error variance  strong convergence rate  law of iterated logarithm