Julian J. Faraway (UK University of Bath)

Gebundenes Buch

Extending the Linear Model with R

Generalized Linear, Mixed Effects and Nonparametric Regression Models, Second Edition

Beschreibung

This second edition of a bestseller takes advantage of the greater functionality now available in R and substantially revises and adds several topics. It expands coverage of binary and binomial responses, incorporates many new sections, and adds a chapter on the Bayesian analysis of mixed effect models. It also revamps the R code throughout and updates the exercises, with solutions now included. The text explains data analysis using real examples and includes all the R commands necessary to reproduce the analyses.

Autor

Julian J. Faraway is a professor of statistics in the Department of Mathematical Sciences at the University of Bath. His research focuses on the analysis of functional and shape data with particular application to the modeling of human motion. He earned a PhD in statistics from the University of California, Berkeley.

Produktdetails

• Chapman & Hall/CRC Texts in Statistical Science
• Verlag: Taylor & Francis Inc
• 2 ed
• Seitenzahl: 414
• Erscheinungstermin: 24. März 2016
• Englisch
• Abmessung: 244mm x 159mm x 27mm
• Gewicht: 780g
• ISBN-13: 9781498720960
• ISBN-10: 149872096X
• Artikelnr.: 44158742