Efficient and adaptive estimation for semiparametric models

Peter J. Bickel ... [et al.]

This book deals with estimation in situations in which there is believed to be enough information to model parametrically some, but not all of the features of a data set. Such models have arisen in a wide context in recent years, and involve new nonlinear estimation procedures. Statistical models of this type are directly applicable to fields such as economics, epidemiology, and astronomy.

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  • Introduction.- Asymptotic Inference for (Finite-Dimensional) Parametric Models.- Information Bounds for Euclidean Parameters in Infinite-Dimensional Models.- Euclidean Parameters: Further Examples.- Information Bounds for Infinite-Dimensional Parameters.- Infinite-Dimensional Parameters: Further Examples: Construction of Examples.

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書名 Efficient and adaptive estimation for semiparametric models
著作者等 Bickel, Peter J.
Klaassen, C.A.J.
Ritov, Yaacov
Wellner, Jon A.
出版元 Springer
刊行年月 1998
ページ数 xix, 560 p.
大きさ 24 cm
ISBN 0387984739
NCID BA36499271
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言語 英語
出版国 アメリカ合衆国