INTRODUCING ANOVA AND ANCOVA by Andrew Rutherford ( 9781412933353 )

Item Details

Title:

INTRODUCING ANOVA AND ANCOVA
A GLM APPROACH

By:

Format:

Electronic book text

List price:	£43.19
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ISBN 10:

1412933358

ISBN 13:

9781412933353

Publisher:

SAGE PUBLICATIONS LTD (DIGITAL)

Pub. date:

14 November, 2000

Series:

Introducing Statistical Methods Series

Pages:

192

Description:

Traditional approaches to ANOVA and ANCOVA are replaced by a General Linear Modeling (GLM) approach. This book begins with a history of the separate development of ANOVA and regression analyses and demonstrates how both analysis forms are subsumed by the General Linear Model.

Synopsis:

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.

Publication:

Imprint:

SAGE Publications Ltd

Returns:

Non-returnable

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ANOVA AND ANCOVA