| 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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