Jump to ContentJump to Main Navigation
The New Statistics with RAn Introduction for Biologists$
Users without a subscription are not able to see the full content.

Andy Hector

Print publication date: 2015

Print ISBN-13: 9780198729051

Published to Oxford Scholarship Online: March 2015

DOI: 10.1093/acprof:oso/9780198729051.001.0001

Show Summary Details
Page of

PRINTED FROM OXFORD SCHOLARSHIP ONLINE (oxford.universitypressscholarship.com). (c) Copyright Oxford University Press, 2021. All Rights Reserved. An individual user may print out a PDF of a single chapter of a monograph in OSO for personal use. date: 19 January 2021

Mixed-Effects Models

Mixed-Effects Models

(p.141) 10 Mixed-Effects Models
The New Statistics with R

Andy Hector

Oxford University Press

This chapter introduces mixed-effects models that combine fixed and random effects. Fixed and random effects are compared and contrasted and the differences in the R output compared with linear models and GLMs are explained. The relationship between variances and variance components is demonstrated. The R code necessary to perform the analysis is demonstrated and explained in terms of the underlying statistical concepts and the interpretation of the R output demonstrated. The results are presented using R graphics and text.

Keywords:   mixed-effects models, random effects, fixed effects, variances, variance components, R output, R graphics

Oxford Scholarship Online requires a subscription or purchase to access the full text of books within the service. Public users can however freely search the site and view the abstracts and keywords for each book and chapter.

Please, subscribe or login to access full text content.

If you think you should have access to this title, please contact your librarian.

To troubleshoot, please check our FAQs , and if you can't find the answer there, please contact us .