Extending the Linear Model with R: Generalized Linear, Mixed Effects and Nonparametric Regression Models
Author:   Julian J Faraway (University of Bath, United Kingdom)
Publisher:   Taylor & Francis Group
ISBN:  

9781280348273


Pages:   301
Publication Date:   20 December 2005
Format:   Electronic book text
Availability:   Available To Order   Availability explained
We have confirmation that this item is in stock with the supplier. It will be ordered in for you and dispatched immediately.

Our Price $284.96 Quantity:  
Add to Cart

Share |

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


Add your own review!

Overview

This modern statistics text discusses the extension of the linear model through the regression model. It extensively addresses the generalized linear model, GLM diagnostics, generalized linear mixed models, trees, and the use of neural networks in the field of statistics. It discusses the regression model in three forms: through the use of dummy variables for qualitative predictors, by allowing transformation of variables as in the Box-Cox transformation, and the use of weights which allow heterogeneous error structures and the exclusion of outliers. R is used throughout the book to aid with computation and model building.

Full Product Details

Author:   Julian J Faraway (University of Bath, United Kingdom)
Publisher:   Taylor & Francis Group
Imprint:   Taylor & Francis Group
ISBN:  

9781280348273


ISBN 10:   1280348275
Pages:   301
Publication Date:   20 December 2005
Audience:   General/trade ,  General
Format:   Electronic book text
Publisher's Status:   Active
Availability:   Available To Order   Availability explained
We have confirmation that this item is in stock with the supplier. It will be ordered in for you and dispatched immediately.

Table of Contents

Reviews

Author Information

Tab Content 6

Author Website:  

Customer Reviews

Recent Reviews

No review item found!

Add your own review!

Countries Available

All regions
Latest Reading Guide

MRG2025CC

 

Shopping Cart
Your cart is empty
 Shopping cart
Mailing List

 

Sign up now