An edition of Extending the linear model with R (2016)

Extending the linear model with R

generalized linear, mixed effects and nonparametric regression models

Second edition.

by

  • ★★ 2.0 (1 rating)
  • 1 Have read
Extending the linear model with R
Julian James Faraway, Julian J ...
Locate

My Reading Lists:

Create a new list

Notes
  • ★★ 2.0 (1 rating)
  • 1 Have read
Notes

Check nearby libraries

Buy this book

Last edited by kgerot
April 4, 2023 | History
Edit
An edition of Extending the linear model with R (2016)

Extending the linear model with R

generalized linear, mixed effects and nonparametric regression models

Second edition.

by

  • ★★ 2.0 (1 rating)
  • 1 Have read

The second edition includes more discussion on

  • binary and binomial responses,
  • proportion responses,
  • quasibinomial and beta regression, and
  • applied considerations regarding these models
  • splines and confidence bands

New sections and chapters on

  • Poisson models with dispersion,
  • zero inflated count models,
  • linear discriminant analysis,
  • estimation for GLMs,
  • Bayesian analysis of mixed effect models,
  • Random forests

Revised chapters on

  • random effects (updating alongside the lme4 package and showing alternative methods of hypothesis testing)
  • generalized linear mixed models (updating alongside new software)
Publish Date
Publisher
Taylor & Francis
Language
English

Check nearby libraries

Buy this book

Subjects

Regression analysis, Mathematical models, Analysis of variance, R (Computer program language)
Edition Availability
Cover of: Extending the linear model with R
Extending the linear model with R: generalized linear, mixed effects and nonparametric regression models
2016, Taylor & Francis
in English - Second edition.

Add another edition?

Book Details

Edition Notes

"A CRC title."

Includes bibliographical references and index.

Published in
Boca Raton
Series
Chapman & Hall/CRC texts in statistical science series -- 124

Classifications

Dewey Decimal Class
519.5/38
Library of Congress
QA279 .F368 2016, QA279.F368 2016

The Physical Object

Pagination
pages cm.

Edition Identifiers

Open Library
OL30402021M
ISBN 13
9781498720960
LCCN
2015045130

Work Identifiers

Work ID
OL22322446W

Source records

Library of Congress MARC record
Better World Books record
amazon.com record

Work Description

Extending the linear model with R (Second Edition) discusses linear models beyond simple linear regression: Generalized Linear Models (GLMs), mixed effect models, and nonparametric regression models. Code is primarily in R, and the book is geared towards teaching by doing.

Community Reviews (0)

No community reviews have been submitted for this work.

Lists

Loading indicator
Loading carousel
Loading indicator
Loading carousel

History

Download catalog record: RDF / JSON
April 4, 2023 Edited by kgerot Edited without comment.
April 4, 2023 Edited by kgerot Adding description and tags
September 21, 2020 Created by MARC Bot import new book