Introducing Anova and Ancova

A GLM Approach

Häftad, Engelska, 2000

AvAndrew Rutherford

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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.

Produktinformation

Utgivningsdatum2000-11-14
Mått156 x 234 x 11 mm
Vikt300 g
FormatHäftad
SpråkEngelska
SerieIntroducing Statistical Methods series
Antal sidor192
Upplaga1
FörlagSAGE Publications
ISBN9780761951612

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An Introduction to Analysis of Variance, Analysis of Covariance and General Linear ModelsAn Introduction to General Linear ModelsRegression, Analysis of Variance and Analysis of CovarianceTraditional and GLM Approaches to Independent Measures Single Factors Anova DesignsGLM Approaches to Independent Measures Factorial Anova DesignsGLM Approaches to Repeated Measures DesignGLM Approaches for Factorial Repeated Measures DesignsThe GLM Approach to AncovaAssumptions Underlying Anova, Traditional Ancova and GLMsSome Alternatives to Traditional AncovaFurther Issues in Anova and Ancova