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Introducing Anova and Ancova A GLM Approach by Andrew Rutherford
  

Introducing Anova and Ancova A GLM Approach

Part of the Introducing Statistical Methods series Series

Synopsis

Introducing Anova and Ancova A GLM Approach by Andrew Rutherford

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 Author

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Book Info

Publication date

14th November 2000

Author

Andrew Rutherford

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Publisher

SAGE Publications Inc

Format

Hardback
192 pages

Categories

Research methods: general
Mathematics & science

ISBN

9780761951605

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