Applied Power Analysis for the Behavioral Sciences - Christopher L. Aberson

Applied Power Analysis for the Behavioral Sciences

2nd Edition
Buch | Softcover
194 Seiten
2019 | 2nd edition
Routledge (Verlag)
978-1-138-04459-3 (ISBN)
59,80 inkl. MwSt
Applied Power Analysis for the Behavioral Sciences is a practical guide to conducting statistical power analyses for students and researchers (including those with limited quantitative backgrounds) in psychology and related fields.
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.

Chris Aberson is Professor of Psychology at Humboldt State University. His research interests in in social psychology include prejudice, racism, and attitudes toward affirmative action. His quantitative interests focus on statistical power. He serves as Editor-in-Chief for Analyses of Social Issues and Public Policy.

1. What is Power? Why is Power Important? 2. Chi-Square and Tests for Proportions 3. Independent Samples and Paired t-tests 4. Correlations and Differences Between Correlations 5. Between Subjects ANOVA (One and Two Factors) 6. Within-Subjects Designs with ANOVA and Linear Mixed Models 7. Mixed Model ANOVA and Multivariate ANOVA 8. Multiple Regression 9. Analysis of Covariance, Moderated Regression, Logistic Regression, and Mediation 10. Precision Analysis for Confidence Intervals 11. Additional Issues and Resources

Erscheinungsdatum
Zusatzinfo 93 Tables, black and white
Verlagsort London
Sprache englisch
Maße 152 x 229 mm
Gewicht 300 g
Themenwelt Geisteswissenschaften Psychologie
ISBN-10 1-138-04459-8 / 1138044598
ISBN-13 978-1-138-04459-3 / 9781138044593
Zustand Neuware
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