Bootstrap methods and their application / Davison, A.C. ; Hinkley, D.V. (1997)  

Public ISBD Titre : Bootstrap methods and their application Type de document : livre Auteurs : Davison, A.C. ; Hinkley, D.V. Mention d'édition : 1st ed. Editeur : Cambridge : Cambridge University Press Année de publication : 1997 Collection : Cambridge series on statistical and probabilistic mathematics Importance : 582 p. ISBN/ISSN/EAN : 978-0-521-57391-7 Note générale : Reprinted with corrections 1998, 1999 Langues : Anglais (eng) Mots-clés : Bootstrap  TEST: LINEAR REGRESSION Résumé : This book gives a broad and up-to-date coverage of bootstrap methods, with numerous applied examples, developed in a coherent way with the necessary theoretical basis. Applications include stratified data; finite populations; censored and missing data; linear, nonlinear, and smooth regression models; classification; time series and spatial problems. Special features of the book include: extensive discussion of significance tests and confidence intervals; material on various diagnostic methods; and methods for efficient computation, including improved Monte Carlo simulation. Each chapter includes both practical and theoretical exercises. Included with the book is a disk of purpose-written S-Plus programs for implementing the methods described in the text. Computer algorithms are clearly described, and computer code is included on a 3-inch, 1.4M disk for use with IBM computers and compatible machines. Users must have the S-Plus computer application. [Résumé éditeur] En ligne : http://books.google.com/books?id=OfcYphoAQycC&printsec=frontcover&hl=fr Bootstrap methods and their application [livre] / Davison, A.C. ; Hinkley, D.V.  . -  1st ed. . - Cambridge : Cambridge University Press, 1997 . - 582 p.. - (Cambridge series on statistical and probabilistic mathematics) . ISBN : 978-0-521-57391-7 Reprinted with corrections 1998, 1999 Langues : Anglais (eng) Mots-clés : Bootstrap  TEST: LINEAR REGRESSION Résumé : This book gives a broad and up-to-date coverage of bootstrap methods, with numerous applied examples, developed in a coherent way with the necessary theoretical basis. Applications include stratified data; finite populations; censored and missing data; linear, nonlinear, and smooth regression models; classification; time series and spatial problems. Special features of the book include: extensive discussion of significance tests and confidence intervals; material on various diagnostic methods; and methods for efficient computation, including improved Monte Carlo simulation. Each chapter includes both practical and theoretical exercises. Included with the book is a disk of purpose-written S-Plus programs for implementing the methods described in the text. Computer algorithms are clearly described, and computer code is included on a 3-inch, 1.4M disk for use with IBM computers and compatible machines. Users must have the S-Plus computer application. [Résumé éditeur] En ligne : http://books.google.com/books?id=OfcYphoAQycC&printsec=frontcover&hl=fr

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Code-barres	Cote	Support	Localisation	Section	Disponibilité
66497	DAV_11_66497	Livre	Salle des ouvrages	11_Mathématiques	Sorti jusqu'au 25/05/2043

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