Introducing Anova and Ancova by Andrew Rutherford

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	Non disponible
ISBN 13	9780761951612
ISBN 10	076195161X
Titre	Introducing Anova and Ancova
Auteur	Andrew Rutherford
Série	Introducing Statistical Methods Series
État	Non disponible
Type de reliure	Paperback
Éditeur	SAGE Publications Inc
Année de publication	2000-11-14
Nombre de pages	192
Note de couverture	La photo du livre est présentée à titre d'illustration uniquement. La reliure, la couverture ou l'édition réelle peuvent varier.
Note	Non disponible