SEMIPARAMETRIC

作品数:76被引量:74H指数:5
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相关机构:西北大学更多>>
相关期刊:《Science Bulletin》《Communications in Mathematics and Statistics》《Journal of Data Analysis and Information Processing》《Progress in Natural Science:Materials International》更多>>
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Semiparametric expectile regression for high-dimensional heavy-tailed and heterogeneous data
《Applied Mathematics(A Journal of Chinese Universities)》2025年第1期53-77,共25页ZHAO Jun YAN Guan-ao ZHANG Yi 
Supported by the Hangzhou Joint Fund of the Zhejiang Provincial Natural Science Foundation of Chi-na(LHZY24A010002);the MOE Project of Humanities and Social Sciences(21YJCZH235).
High-dimensional heterogeneous data have acquired increasing attention and discussion in the past decade.In the context of heterogeneity,semiparametric regression emerges as a popular method to model this type of data...
关键词:expectile regression HETEROGENEITY heavy tail partially linear additive model 
ASYMPTOTIC EFFICIENT ESTIMATION IN SEMIPARAMETRIC NONLINEAR REGRESSION MODELS被引量:4
《Applied Mathematics(A Journal of Chinese Universities)》1999年第1期57-66,共10页Zhu Zhongyi\ Wei Bocheng 
Abstract In this paper, the estimation method based on the “generalized profile likelihood” for the conditionally parametric models in the paper given by Severini and Wong (1992) is extended to fixed design semipara...
关键词:1991 MR Subject Classification  62G07 62F35 
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