Applied power analysis for the behavioral sciences /
Aberson, Christopher L.,
Applied power analysis for the behavioral sciences / Christopher L. Aberson. - 2nd Edition. - 1 online resource
Revised edition of the author's Applied power analysis for the behavioral sciences, [2010].
What is power? why is power important? -- Chi-square and tests for proportions -- Independent samples and paired t-tests -- Correlations and differences between correlations -- Between subjects anova (one and two factors) -- Within-subjects designs with anova and linear mixed models -- Mixed model anova and multivariate anova -- Multiple regression -- Analysis of covariance, moderated regression, logistic regression, and mediation -- Precision analysis for confidence intervals -- Additional issues and resources -- References -- Index.
Applied Power Analysis for the Behavioral Sciences is a practical "how-to" guide to conducting statistical power analyses for psychology and related fields. The book provides a guide to conducting analyses that is appropriate for researchers and students, including those with limited quantitative backgrounds. With practical use in mind, the text provides detailed coverage of topics such as how to estimate expected effect sizes and power analyses for complex designs. The topical coverage of the text, an applied approach, in-depth coverage of popular statistical procedures, and a focus on conducting analyses using R make the text a unique contribution to the power literature. To facilitate application and usability, the text includes ready-to-use R code developed for the text. An accompanying R package called pwr2ppl (available at https://github.com/chrisaberson/pwr2ppl) provides tools for conducting power analyses across each topic covered in the text.
9781315171500 1315171503 9781351695060 1351695061 9781351695053 1351695053 9781351695046 1351695045 9780203860274 0203860276
10.4324/9781315171500 doi
Social sciences--Statistical methods.
Statistical power analysis.
SOCIAL SCIENCE / Essays.
SOCIAL SCIENCE / Reference.
PSYCHOLOGY / Statistics
EDUCATION / Statistics
SOCIAL SCIENCE / Statistics
HA29
519.5/6
Applied power analysis for the behavioral sciences / Christopher L. Aberson. - 2nd Edition. - 1 online resource
Revised edition of the author's Applied power analysis for the behavioral sciences, [2010].
What is power? why is power important? -- Chi-square and tests for proportions -- Independent samples and paired t-tests -- Correlations and differences between correlations -- Between subjects anova (one and two factors) -- Within-subjects designs with anova and linear mixed models -- Mixed model anova and multivariate anova -- Multiple regression -- Analysis of covariance, moderated regression, logistic regression, and mediation -- Precision analysis for confidence intervals -- Additional issues and resources -- References -- Index.
Applied Power Analysis for the Behavioral Sciences is a practical "how-to" guide to conducting statistical power analyses for psychology and related fields. The book provides a guide to conducting analyses that is appropriate for researchers and students, including those with limited quantitative backgrounds. With practical use in mind, the text provides detailed coverage of topics such as how to estimate expected effect sizes and power analyses for complex designs. The topical coverage of the text, an applied approach, in-depth coverage of popular statistical procedures, and a focus on conducting analyses using R make the text a unique contribution to the power literature. To facilitate application and usability, the text includes ready-to-use R code developed for the text. An accompanying R package called pwr2ppl (available at https://github.com/chrisaberson/pwr2ppl) provides tools for conducting power analyses across each topic covered in the text.
9781315171500 1315171503 9781351695060 1351695061 9781351695053 1351695053 9781351695046 1351695045 9780203860274 0203860276
10.4324/9781315171500 doi
Social sciences--Statistical methods.
Statistical power analysis.
SOCIAL SCIENCE / Essays.
SOCIAL SCIENCE / Reference.
PSYCHOLOGY / Statistics
EDUCATION / Statistics
SOCIAL SCIENCE / Statistics
HA29
519.5/6