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Applied Power Analysis for the Behavioral Sciences
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Applied Power Analysis for the Behavioral Sciences

DOI link for Applied Power Analysis for the Behavioral Sciences

Applied Power Analysis for the Behavioral Sciences book

2nd Edition

Applied Power Analysis for the Behavioral Sciences

DOI link for Applied Power Analysis for the Behavioral Sciences

Applied Power Analysis for the Behavioral Sciences book

2nd Edition
ByChristopher L. Aberson
Edition 2nd Edition
First Published 2019
eBook Published 24 January 2019
Pub. location New York
Imprint Routledge
DOI https://doi.org/10.4324/9781315171500
Pages 214 pages
eBook ISBN 9781315171500
SubjectsBehavioral Sciences, Economics, Finance, Business & Industry, Education, Environment and Sustainability, Research Methods, Social Sciences
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Aberson, C. (2019). Applied Power Analysis for the Behavioral Sciences. New York: Routledge, https://doi.org/10.4324/9781315171500

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.

TABLE OF CONTENTS

chapter 1|17 pages

What is Power?

Why is Power Important?
ByChristopher L. Aberson

chapter 2|16 pages

Chi Square and Tests for Proportions

ByChristopher L. Aberson

chapter 3|20 pages

Independent Samples and Paired t-tests

ByChristopher L. Aberson

chapter 4|15 pages

Correlations and Differences between Correlations

ByChristopher L. Aberson

chapter 5|19 pages

Between Subjects ANOVA (One and Two Factors)

ByChristopher L. Aberson

chapter 6|12 pages

Within Subjects Designs with ANOVA and Linear Mixed Models

ByChristopher L. Aberson

chapter 7|12 pages

Mixed Model ANOVA and Multivariate ANOVA

ByChristopher L. Aberson

chapter 8|23 pages

Multiple Regression

ByChristopher L. Aberson

chapter 9|22 pages

Analysis of Covariance, Moderated Regression, Logistic Regression, and Mediation

ByChristopher L. Aberson

chapter 10|16 pages

Precision Analysis for Confidence Intervals

ByChristopher L. Aberson

chapter 11|8 pages

Additional Issues and Resources

ByChristopher L. Aberson
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