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Efficient and Adaptive Estimation for Semiparametric Models.

Efficient and Adaptive Estimation for Semiparametric Models. 1998 ed..

・ISBN 978-0-387-98473-5 paper EUR 129.99

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著者・編者Bickel, Peter J. / Klaassen, Chris A.J. / Ritov, Ya'acov / Wellner, Jon A.,
出版社(Springer-Verlag New York Inc., US)
出版年月1998
ページ数560 pp.
言語ENG
ニュース番号<M25-22578>

解説

This book is about estimation in situations where we believe we have enough knowledge to model some features of the data parametrically, but are unwilling to assume anything for other features. Such models have arisen in a wide variety of contexts in recent years, particularly in economics, epidemiology, and astronomy. The complicated structure of these models typically requires us to consider nonlinear estimation procedures which often can only be implemented algorithmically. The theory of these procedures is necessarily based on asymptotic approximations.