Téléchargements Ipod et livres Extending the Linear Model with R: Generalized Linear, Mixed Effects and Nonparametric Regression Models, Second Edition 9781498720960 PDF Julian J. Faraway

Extending the Linear Model with R: Generalized Linear, Mixed Effects and Nonparametric Regression Models, Second Edition

Extending the Linear Model with R: Generalized Linear, Mixed Effects and Nonparametric Regression Models, Second Edition

by Julian J. Faraway

Editeur : Taylor & Francis
ISBN: 9781498720960
Broché: 417
Télécharger les formats: pdf, ePub, mobi, fb2
Taille du fichier: 11 Mb
Date d'affichage: 2020-08-10
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La description:

This book surveys the techniques that grow from the regression model, and presents three extensions to that framework: generalized linear models (GLMs), mixed effect models, and nonparametric regression models. The author's treatment is thoroughly modern and covers topics that include GLM diagnostics, generalized linear mixed models, trees, and even the use of neural networks in statistics. The new edition has been thoroughly revised to bring all the topics and R code up to date.