Applied Power Analysis for the Behavioral ...

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Sprache: Englisch

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Beschreibung

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 [...] provides tools for conducting power analyses across each topic covered in the text.

Über den Autor

Chris Abersonis 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.

Inhaltsverzeichnis

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

Details

Erscheinungsjahr:	2019
Fachbereich:	Allgemeines
Genre:	Importe , Psychologie
Rubrik:	Geisteswissenschaften
Thema:	Lexika
Medium:	Taschenbuch
ISBN-13:	9781138044593
ISBN-10:	1138044598
Sprache:	Englisch
Einband:	Kartoniert / Broschiert
Autor:	Aberson, Christopher L.
Auflage:	2. Auflage
Hersteller:	Routledge
Verantwortliche Person für die EU:	Libri GmbH, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de
Maße:	229 x 152 x 12 mm
Von/Mit:	Christopher L. Aberson
Erscheinungsdatum:	01.02.2019
Gewicht:	0,321 kg