Efficient and Adaptive Estimation for Semi...

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Sprache: Englisch

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Beschreibung

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.

Zusammenfassung

A reprint of a classic reference in mathematical statistics, this book is now available in an affordable paperback edition.

Inhaltsverzeichnis

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.

Details

Erscheinungsjahr:	1998
Fachbereich:	Wahrscheinlichkeitstheorie
Genre:	Importe , Mathematik
Rubrik:	Naturwissenschaften & Technik
Medium:	Taschenbuch
Inhalt:	xxii 560 S.
ISBN-13:	9780387984735
ISBN-10:	0387984739
Sprache:	Englisch
Einband:	Kartoniert / Broschiert
Autor:	Bickel, Peter J. Wellner, Jon A. Ritov, Ya'acov Klaassen, Chris A. J.
Hersteller:	Springer US Springer New York Springer US, New York, N.Y.
Verantwortliche Person für die EU:	Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße:	235 x 155 x 32 mm
Von/Mit:	Peter J. Bickel (u. a.)
Erscheinungsdatum:	08.05.1998
Gewicht:	0,879 kg