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ANOVA and ANCOVA : a GLM approach / Andrew Rutherford.

By: Material type: TextTextPublication details: Hoboken, N.J. : Wiley, ©2011.Edition: 2nd edDescription: 1 online resource (xiii, 344 pages) : illustrationsContent type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 9781118491713
  • 1118491718
  • 9781118491683
  • 1118491688
Other title:
  • Analysis of variance and analysis of covariance : a general linear model approach
Subject(s): Genre/Form: Additional physical formats: Print version:: ANOVA and ANCOVA.DDC classification:
  • 519.5/38 22
LOC classification:
  • QA279 .R879 2011eb
Online resources:
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.
Summary: 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 organized and comprehensive presentation, the book successfully guides readers through conventional statistical concepts and how to interpret them in GLM terms, treating the main single- and multi-factor designs as they relate to ANOVA and ANCOVA. The book begins with a brief history of the separate dev.
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Includes bibliographical references and index.

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.

Print version record.

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 organized and comprehensive presentation, the book successfully guides readers through conventional statistical concepts and how to interpret them in GLM terms, treating the main single- and multi-factor designs as they relate to ANOVA and ANCOVA. The book begins with a brief history of the separate dev.

Mathmatics