Introducing Anova and Ancova | A GLM Approach

Andrew Rutherford

ISBN 10: 076195161X / ISBN 13: 9780761951612

Editore: Sage Publications, 2000

Introducing Anova and Ancova | A GLM Approach | Andrew Rutherford | Taschenbuch | Introducing Statistical Methods series | Kartoniert / Broschiert | Englisch | 2000 | Sage Publications | EAN 9780761951612 | Verantwortliche Person für die EU: Libri GmbH, Europaallee 1, 36244 Bad Hersfeld, gpsr[at]libri[dot]de | Anbieter: preigu. Codice articolo 105916372

Riassunto:

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.

Informazioni sull'autore: Andrew is Senior Lecturer at the University of Keele.

Dati bibliografici

Titolo: Introducing Anova and Ancova | A GLM Approach
Casa editrice: Sage Publications
Data di pubblicazione: 2000
Legatura: Taschenbuch
Condizione: Neu