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: Paperback / softback
Length: 224 pages
Publication date: 03 March 2023
Publisher: Taylor & Francis Ltd

Statistical Power Analysis is a comprehensive guide to the key concepts and applications of statistical power analysis in the social and behavioral sciences. Written by two renowned experts in the field, Brett Myors and Kevin Murphy, the book provides readers with a clear and accessible introduction to the topic.

The book begins by reviewing the fundamental principles of statistical power analysis, including the definition of power, the significance of sample size, and the effects of different factors on power. It then moves on to illustrate how power analysis can be applied to both null hypothesis and minimum-effect testing, using a unified model that is applicable to a wide range of statistical methods.

Throughout the book, the authors use real-world examples and case studies to demonstrate the practical implications of power analysis. They discuss the uses of power analysis in correlation and regression, in the analysis of experimental data, and in multilevel studies. The fifth edition of the book includes new material and new power software, including re-written R codes for all programs and a web-based app that allows users to perform a wide range of analyses using any computer or device with web access.

In addition to its practical applications, Statistical Power Analysis also helps readers design studies, diagnose existing studies, and understand why hypothesis tests come out the way they do. The book is well-organized and easy to read, with clear explanations and illustrations that make complex concepts accessible to a wide audience.

Overall, Statistical Power Analysis is an essential resource for researchers, students, and practitioners in the social and behavioral sciences. It provides a comprehensive and up-to-date introduction to the key concepts and applications of statistical power analysis, and helps readers develop the skills and knowledge needed to perform effective and meaningful research.

Statistical Power Analysis is a comprehensive guide to the key concepts and applications of statistical power analysis in the social and behavioral sciences. Written by two renowned experts in the field, Brett Myors and Kevin Murphy, the book provides readers with a clear and accessible introduction to the topic.

The book begins by reviewing the fundamental principles of statistical power analysis, including the definition power, the significance of sample size, and the effects of different factors on power. It then moves on to illustrate how power analysis can be applied to both null hypothesis and minimum-effect testing, using a unified model that is applicable to a wide range of statistical methods.

Throughout the book, the authors use real-world examples and case studies to demonstrate the practical implications of power analysis. They discuss the uses of power analysis in correlation and regression, in the analysis of experimental data, and in multilevel studies. The fifth edition of the book includes new material and new power software, including re-written R codes for all programs and a web-based app that allows users to perform a wide range of analyses using any computer or device with web access.

In addition to its practical applications, Statistical Power Analysis also helps readers design studies, diagnose existing studies, and understand why hypothesis tests come out the way they do. The book is well-organized and easy to read, with clear explanations and illustrations that make complex concepts accessible to a wide audience.

Overall, Statistical Power Analysis is an essential resource for researchers, students, and practitioners in the social and behavioral sciences. It provides a comprehensive and up-to-date introduction to the key concepts and applications of statistical power analysis, and helps readers develop the skills and knowledge needed to perform effective and meaningful research.

Weight: 368g
Dimension: 228 x 153 x 16 (mm)
ISBN-13: 9781032283005
Edition number: 5 ed