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Introducing Anova and Ancova : A GLM Approach

By: (Author) Andrew Rutherford

Manufactured on Demand
Delivery in 35 days

Ksh 11,900.00

Format: Paperback / Softback

ISBN-10: 076195161X

ISBN-13: 9780761951612

Series: Introducing Statistical Methods series

Publisher: SAGE Publications Inc

Imprint: SAGE Publications Inc

Country of Manufacture: GB

Country of Publication: GB

Publication Date: Nov 14th, 2000

Print length: 192 Pages

Weight: 296 grams

Dimensions (height x width x thickness): 23.50 x 15.80 x 1.10 cms

Product Classification: Social research & statistics
Mathematics & science

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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.
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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