Introducing Anova and Ancova by Andrew Rutherford

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Introducing Anova and Ancova by Andrew Rutherford

Summary

This text covers 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.

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Introducing Anova and Ancova 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.
Andrew is Senior Lecturer at the University of Keele.
SKU Unavailable
ISBN 13 9780761951612
ISBN 10 076195161X
Title Introducing Anova and Ancova
Author Andrew Rutherford
Series Introducing Statistical Methods Series
Condition Unavailable
Binding Type Paperback
Publisher SAGE Publications Inc
Year published 2000-11-14
Number of pages 192
Cover note Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
Note Unavailable