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Simultaneous Estimation of Multiple Conditional Regression Quantiles
《Acta Mathematicae Applicatae Sinica》2020年第2期448-457,共10页Yan-ke WU Ya-nan HU Jian ZHOU Mao-zai TIAN 
partially supported by the National Natural Science Foundation of China(No.11861042);the Fundamental Research Funds for the Central Universities;the Research Funds of Renmin University of China(No.18XNL012)。
In this article, we put forward a new approach to estimate multiple conditional regression quantiles simultaneously. Unlike the double summation method in most of the literatures, our proposed model allows continuous ...
关键词：SIMULTANEOUS Estimation CONDITIONAL Regression QUANTILES B-SPLINE TENSOR PRODUCT 
Two-stage Local Walsh Average Estimation of Generalized Varying Coefficient Models
《Acta Mathematicae Applicatae Sinica》2015年第3期623-642,共20页Neng-Hui ZHU 
Supported by the National Natural Science Foundation of China(NSFC)(No.11471203);the Graduate Innovation Fund of Shanghai University of Finance and Economics(CXJJ-2013-459)
In this paper we investigate the robust estimation of generalized varying coefficient models in which the unknown regression coefficients may change with different explanatory variables. Based on the B-spline series a...
关键词：generalized varying coefficient regression Walsh-average B-spline approximation local polynomial two-stage method 
Efficient Estimation and Variable Selection in Dynamic Panel Data Partially Linear Varying Coefficient Models with Incidental Parameter
《Acta Mathematicae Applicatae Sinica》2015年第3期643-664,共22页Rui LI Xian ZHOU 
supported by SHUFE Graduate Innovation and Creativity Funds(No.2011130151);supported by grants from the National Natural Science Foundation of China(NSFC)(No.11071154);partially supported by the Leading Academic Discipline Program;211 Project for Shanghai University of Finance and Economics
This paper is concerned with the statistical inference of partially linear varying coefficient dynamic panel data model with incidental parameter, including efficient estimation of the parametric and nonparametric com...
关键词：dynamic semiparametric model fixed effect B-spline GMM estimator oracle property 
Uniform Convergence Rate of Estimators of Autocovariances in Partly Linear Regression Models with Correlated Errors
《Acta Mathematicae Applicatae Sinica》2003年第3期363-370,共8页Jin-hongYou GemaiChen MinChen ue-leiJiang 
the Knowledge Innovation Project of Chinese Academy of Sciences (No.KZCX2-SW-118);the National Natural Science Foundation of China (No.70221001).
Consider the partly linear regression model , where y i ’s are responses, are known and nonrandom design points, is a compact set in the real line , β = (β 1, ··· , β ...
关键词：Uniform strong convergence rate autocovariance and autocorrelation B-spline estimation correlated error partly linear regression model 
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