| Titre : | Introduction to Linear Regression Analysis | | Type de document : | texte imprimé | | Auteurs : | Douglas C. Montgomery ; Elizabeth A. Peck, Auteur ; G. Geoffrey Vining, Auteur | | Mention d'édition : | 5th ed. | | Editeur : | Chichester (GBR) ; Hoboken, N.J. : John Wiley & Sons | | Année de publication : | 2012 | | Collection : | Wiley series in probability and statistics, ISSN 1940-6517  | | Importance : | VI-672 p. | | Présentation : | ill., couv. ill. en coul. | | Format : | 26 cm | | ISBN/ISSN/EAN : | 978-0-470-54281-1 | | Note générale : | Bibliogr., Index | | Langues : | Anglais (eng) | | Descripteurs : | Modèle linéaire ; Régression
| | Index. décimale : | 212 Modèles de régression | | Résumé : | This book describes both the conventional and less common uses of linear regression in the practical context of today's mathematical and scientific research. Beginning with a general introduction to regression modeling, including typical applications, the book then outlines a host of technical tools that form the linear regression analytical arsenal, including: basic inference procedures and introductory aspects of model adequacy checking; how transformations and weighted least squares can be used to resolve problems of model inadequacy; how to deal with influential observations; and polynomial regression models and their variations. The book also includes material on regression models with autocorrelated errors, bootstrapping regression estimates, classification and regression trees, and regression model validation. | | Note de contenu : | Voir résumé et/ou sommaire détaillé en ligne sur le site de l’éditeur. | | En ligne : | http://eu.wiley.com/WileyCDA/WileyTitle/productCd-0470542810.html | | Permalink : | http://genes.bibli.fr/opac/index.php?lvl=notice_display&id=93133 |
Introduction to Linear Regression Analysis [texte imprimé] / Douglas C. Montgomery ; Elizabeth A. Peck, Auteur ; G. Geoffrey Vining, Auteur . - 5th ed. . - John Wiley & Sons, 2012 . - VI-672 p. : ill., couv. ill. en coul. ; 26 cm. - ( Wiley series in probability and statistics, ISSN 1940-6517) . ISBN : 978-0-470-54281-1 Bibliogr., Index Langues : Anglais ( eng) | Descripteurs : | Modèle linéaire ; Régression
| | Index. décimale : | 212 Modèles de régression | | Résumé : | This book describes both the conventional and less common uses of linear regression in the practical context of today's mathematical and scientific research. Beginning with a general introduction to regression modeling, including typical applications, the book then outlines a host of technical tools that form the linear regression analytical arsenal, including: basic inference procedures and introductory aspects of model adequacy checking; how transformations and weighted least squares can be used to resolve problems of model inadequacy; how to deal with influential observations; and polynomial regression models and their variations. The book also includes material on regression models with autocorrelated errors, bootstrapping regression estimates, classification and regression trees, and regression model validation. | | Note de contenu : | Voir résumé et/ou sommaire détaillé en ligne sur le site de l’éditeur. | | En ligne : | http://eu.wiley.com/WileyCDA/WileyTitle/productCd-0470542810.html | | Permalink : | http://genes.bibli.fr/opac/index.php?lvl=notice_display&id=93133 |
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