Statistical Power Analysis: A Simple and General Model for Traditional and Modern Hypothesis Tests, Fifth Edition

Statistical Power Analysis explains the key concepts in statistical power analysis and illustrates their application in both tests of traditional null hypotheses and tests of the minimum-effect hypotheses. It provides readers with the tools to understand and perform power analyses for virtually all the statistical methods used in the social and behavioral sciences. The fifth edition includes updates to all chapters and recalculations of all examples.

Format: Hardback
Length: 224 pages
Publication date: 03 March 2023
Publisher: Taylor & Francis Ltd

Statistical Power Analysis is a comprehensive guide that delves into the fundamental concepts of statistical power analysis and showcases their practical applications in testing both traditional null hypotheses and minimum-effect hypotheses. Authored by Brett Myors and Kevin Murphy, this book employs the latest approaches of power analysis to examine both null and minimum-effect testing using a unified model.

The book begins by reviewing the key principles that underpin statistical power analysis, providing readers with a solid foundation for understanding its significance. It then proceeds to demonstrate how to perform and interpret power analyses, offering practical insights into how to utilize them to diagnose research problems, plan studies, and make informed decisions based on empirical evidence.

Throughout the text, the authors employ a clear and concise writing style, making the content accessible to a wide range of readers, including social scientists, researchers, and practitioners. The book covers various topics related to power analysis, including correlation and regression, experimental data analysis, and multilevel studies. Each chapter is accompanied by detailed examples and R codes, allowing readers to apply the concepts directly to their own research endeavors.

In addition to its theoretical foundations, Statistical Power Analysis emphasizes the practical aspects of power analysis. The authors provide guidance on study design, sample size calculation, and effect size estimation, helping readers to optimize their research efforts and achieve statistical significance with greater confidence.

The fifth edition of this book has been extensively updated to reflect the latest developments in the field. It includes revised and recalculated examples to ensure accuracy and currency, as well as updates to all chapters to accommodate the most current scholarship.

Statistical Power Analysis is an essential resource for anyone involved in social and behavioral sciences research. It empowers readers with the tools and knowledge necessary to design studies, analyze data, and draw meaningful conclusions based on empirical evidence. Whether you are a novice researcher or a seasoned professional, this book will provide you with the expertise and insights you need to succeed in your field.

Weight: 571g
Dimension: 229 x 152 (mm)
ISBN-13: 9781032283012
Edition number: 5 ed