Articles liés à Essential Statistical Inference: Theory and Methods

Essential Statistical Inference: Theory and Methods - Couverture rigide

Livre 65 sur 103: Springer Texts in Statistics

Boos, Dennis D.; Stefanski, L A

 
9781461448174: Essential Statistical Inference: Theory and Methods
Couverture rigide
ISBN 10 : 1461448174 ISBN 13 : 9781461448174
Editeur : Springer-Verlag New York Inc., 2013

Synopsis

​This book is for students and researchers who have had a first year graduate level mathematical statistics course. It covers classical likelihood, Bayesian, and permutation inference; an introduction to basic asymptotic distribution theory; and modern topics like M-estimation, the jackknife, and the bootstrap. R code is woven throughout the text, and there are a large number of examples and problems.

An important goal has been to make the topics accessible to a wide audience, with little overt reliance on measure theory. A typical semester course consists of Chapters 1-6 (likelihood-based estimation and testing, Bayesian inference, basic asymptotic results) plus selections from M-estimation and related testing and resampling methodology.

Dennis Boos and Len Stefanski are professors in the Department of Statistics at North Carolina State. Their research has been eclectic, often with a robustness angle, although Stefanski is also known for research concentrated on measurement error, including a co-authored book on non-linear measurement error models. In recent years the authors have jointly worked on variable selection methods. ​

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l'auteur

Dennis Boos and Len Stefanski are professors in the Department of Statistics at North Carolina State. Their research has been eclectic, often with a robustness angle, although Stefanski is also known for research concentrated on measurement error, including a co-authored book on non-linear measurement error models. In recent years the authors have jointly worked on variable selection methods.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Springer-Verlag New York Inc.
Date d'édition
2013
Langue
anglais
ISBN 10 
1461448174
ISBN 13 
9781461448174
Reliure
Relié
Nombre de pages
585
Coordonnées du fabricant
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Heidelberg
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Allemagne

Autres éditions populaires du même titre

9781489987938: Essential Statistical Inference: Theory and Methods

Edition présentée

ISBN 10 :  1489987932 ISBN 13 :  9781489987938
Editeur : Springer, 2015
Couverture souple