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Design of experiments in nonlinear models : asymptotic normality, optimality criteria and small-sample properties

著者: Luc Pronzato; Andrej Pázman
出版: New York, NY : Springer, ©2013.
シリーズ: Lecture notes in statistics (Springer-Verlag), v. 212.
エディション/フォーマット:   電子書籍 : Document : Englishすべてのエディションとフォーマットを見る
データベース:WorldCat
概要:
"Design of Experiments in Nonlinear Models: Asymptotic Normality, Optimality Criteria and Small-Sample Properties provides a comprehensive coverage of the various aspects of experimental design for nonlinear models. The book contains original contributions to the theory of optimal experiments that will interest students and researchers in the field. Practitionners motivated by applications will find valuable tools  続きを読む
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ジャンル/形式: Electronic books
その他のフォーマット: Print version:
Pronzato, Luc, 1959-
Design of experiments in nonlinear models.
New York : Springer, ©2013
(DLC) 2013932292
(OCoLC)822018807
資料の種類: Document, インターネット資料
ドキュメントの種類: インターネットリソース, コンピューターファイル
すべての著者/寄与者: Luc Pronzato; Andrej Pázman
ISBN: 9781461463634 1461463637 1461463629 9781461463627
OCLC No.: 840485712
物理形態: 1 online resource (xv, 399 pages) : illustrations.
コンテンツ: Introduction --
Asymptotic Designs and Uniform Convergence --
Asymptotic Properties of the LS Estimator --
Asymptotic Properties of M, ML, and Maximum A Posteriori Estimators --
Local Optimality Criteria Based on Asymptotic Normality --
Criteria Based on the Small-Sample Precision of the LS Estimator --
Identifiability, Estimability, and Extended Optimality Criteria --
Nonlocal Optimum Design --
Algorithms: A Survey.
シリーズタイトル: Lecture notes in statistics (Springer-Verlag), v. 212.
責任者: Luc Pronzato, Andrej Pázman.
その他の情報:

概要:

This book thoroughly explores connections between the asymptotic properties of estimators in parametric models and experimental design, focused on the estimation of a nonlinear function of the model  続きを読む

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From the reviews: "This book introduce basic concepts and discuss asymptotic properties of estimators in nonlinear models. ... a major emphasis of the book is on deriving the asymptotic properties of 続きを読む

 
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