Optimal zone for bandwidth selection in semiparametric models

Optimal zone for bandwidth selection in semiparametric models

We study the general problem of bandwidth selection in semiparametric regression. By expanding the higher-order terms in the Taylor series for the asymptotic mean-squared error, we provide a theoretical justification for the earlier empirical observations of an optimal zone of bandwidths in the lite...

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書目詳細資料
Main Authors:	LI, Jialiang, ZHANG, Wenyang, WU, Zhengxiao
格式:	text
語言:	English
出版:	Institutional Knowledge at Singapore Management University 2011
主題:	optimal bandwidth cross-validation asymptotic mean square error Taylor series expansion Neumann series approximation Statistical Theory Statistics and Probability
在線閱讀:	https://ink.library.smu.edu.sg/soe_research_all/11
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