The Essential Guide to Effect Sizes

ISBN-13: 9780521194235 / Angielski / Twarda / 2010 / 192 str.

Paul D. Ellis

Opis

Statistical Power MetaAnalysis and the Interpretation of Research Results. This succinct and jargon-free introduction to effect sizes gives students and researchers the tools they need to interpret the practical significance of their results. Using a class-tested approach that includes numerous examples and step-by-step exercises, it introduces and explains three of the most important issues relating to the practical significance of research results the reporting and interpretation of effect sizes Part I, the analysis of statistical power Part II, and the meta-analytic pooling of effect size estimates drawn from different

Recenzje

'Assessing the substantive significance of research is essential for both scientific progress and practical implications. This authoritative and well-written book gives relevant examples of key issues and offers practical guidelines for assessing the importance of research findings. The book concludes with clear recommendations for designing and carrying out good research and for assessing and reporting research findings.' William H. Starbuck, University of Oregon and Professor Emeritus, New York University

Spis treści

List of figures; List of tables; List of boxes; Introduction; Part I. Effect Sizes and the Interpretation of Results: 1. Introduction to effect sizes; 2. Interpreting effects; Part II. The Analysis of Statistical Power: 3. Power analysis and the detection of effects; 4. The painful lessons of power research; Part III. Meta-Analysis: 5. Drawing conclusions using meta-analysis; 6. Minimizing bias in meta-analysis; Last word: thirty recommendations for researchers; Appendices: 1. Minimum sample sizes; 2. Alternative methods for meta-analysis; Bibliography; Index.