Introducing ANOVA and ANCOVA by Andrew Rutherford
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Introducing ANOVA and ANCOVA
By Andrew Rutherford

Introducing ANOVA and ANCOVA

A GLM Approach

By (author) See other recent books by Andrew Rutherford
Format: Paperback

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Introducing ANOVA and ANCOVA by Andrew Rutherford

Book Description

Traditional approaches to ANOVA and ANCOVA are now being replaced by a General Linear Modeling (GLM) approach. This book begins with a brief history of the separate development of ANOVA and regression analyses and demonstrates how both analysis forms are subsumed by the General Linear Model. A simple single independent factor ANOVA is analysed first in conventional terms and then again in GLM terms to illustrate the two approaches. The text then goes on to cover the main designs, both independent and related ANOVA and ANCOVA, single and multi-factor designs. The conventional statistical assumptions underlying ANOVA and ANCOVA are detailed and given expression in GLM terms. Alternatives to traditional ANCOVA are also presented when circumstances in which certain assumptions have not been met. The book also covers other important issues in the use of these approaches such as power analysis, optimal experimental designs, normality violations and robust methods, error rate and multiple comparison procedures and the role of omnibus F-tests.

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Book Details

ISBN: 9780761951612
ISBN-10: 076195161X
Format: Paperback
(234mm x 156mm x 10mm)
Pages: 196
Imprint: SAGE Publications Ltd
Publisher: SAGE Publications Ltd
Publish Date: 14-Nov-2000
Country of Publication: United Kingdom

Other Editions...


Books By Author Andrew Rutherford

ANOVA and ANCOVA by Andrew Rutherford ANOVA and ANCOVA, Hardback (October 2011)

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