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Introducing Anova and Ancova

Language EnglishEnglish
Book Paperback
Book Introducing Anova and Ancova Andrew Rutherford
Libristo code: 04685535
Publishers SAGE Publications Inc, November 2000
Traditional approaches to ANOVA and ANCOVA are now being replaced by a General Linear Modeling (GLM)... Full description
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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.

About the book

Full name Introducing Anova and Ancova
Language English
Binding Book - Paperback
Date of issue 2000
Number of pages 192
EAN 9780761951612
ISBN 076195161X
Libristo code 04685535
Weight 296
Dimensions 158 x 235 x 11
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