a general linear model approach Rutherford, Andrew 1958- creator text bibliography Electronic books. Electronic books. nju Hoboken, N.J Wiley ©2011 2011 2nd ed. monographic eng

electronic resource

1 online resource (xiii, 344 pages) : illustrations 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. 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. Andrew Rutherford. Includes bibliographical references and index. Analysis of variance Analysis of covariance Linear models (Statistics) Analysis of covariance Analysis of variance Linear models (Statistics) MATHEMATICS Probability & Statistics General Analysis of covariance Analysis of variance Linear models (Statistics) QA279 .R879 2011eb 519.5/38 Rutherford, Andrew, 1958- Hoboken, N.J. : Wiley, ©2011 2nd ed. (DLC) 2010018486 (OCoLC)615339203 9781118491713 1118491718 9781118491683 1118491688 http://onlinelibrary.wiley.com/book/10.1002/9781118491683 http://onlinelibrary.wiley.com/book/10.1002/9781118491683 N$T 120904 20171114084124.0 ocn809041644 eng