ANOVA and ANCOVA : a GLM approach /

• Main Author: Rutherford, Andrew, 1958-
• Format: eBook
• Language: English
• Published: Hoboken, N.J. : Wiley, [2011]
• Edition: 2nd ed.
• Subjects: Analysis of variance.; Analysis of covariance.; Linear models (Statistics); MATHEMATICS > Probability & Statistics > General.; Electronic books.

Provides an in-depth treatment of ANOVA and ANCOVA techniques from a linear model perspective ANOVA and ANCOVA: A GLM Approach provides a contemporary look at the general linear model (GLM) approach to the analysis of variance (ANOVA) of one- and two-factor psychological experiments. With its organi...

Table of Contents:

• Regression, analysis of variance, and analysis of covariance
• Traditional and GLM approaches to independent measures single factor ANOVA designs
• Comparing experimental condition means, multiple hypothesis testing, type 1 error, and a basic data analysis strategy
• Measures of effect size and strength of association, power, and sample size
• GLM approaches to independent measures factorial designs
• GLM appraoches to related measures designs
• The GLM approach to factorial repeated measures designs
• GLM approaches to factorial mixed measures designs
• The GLM approach to ANCOVA
• Assumptions underlying ANOVA, traditional ANCOVA, and GLMs
• Some alternatives to traditional ANCOVA
• Multilevel analysis for the single factor repeated measures design.