Effect Sizes For Research

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Effect Sizes For Research

Author : Robert J. Grissom
ISBN : 9780805850147
Genre : Psychology
File Size : 50.49 MB
Format : PDF, ePub, Mobi
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The goal of this book is to inform a broad readership about a variety of measures and estimators of effect sizes for research, their proper applications and interpretations, and their limitations. Its focus is on analyzing post-research results. The book provides an evenhanded account of controversial issues in the field, such as the role of significance testing. Consistent with the trend toward greater use of robust statistical methods, the book pays much attention to the statistical assumptions of the methods and to robust measures of effect size. Effect Sizes for Research discusses different effect sizes for a variety of kinds of variables, designs, circumstances, and purposes. It covers standardized differences between means, correlational measures, strength of association, and confidence intervals. The book clearly demonstrates how the choice of an appropriate measure might depend on such factors as whether variables are categorical, ordinal, or continuous; satisfying assumptions; the sampling method; and the source of variability in the population. Effect Sizes for Research emphasizes a practical approach through: * worked examples using real data; * formulas and rationales for a variety of variables, designs, and purposes to help readers apply the material to their own data sets; * software references for the more tedious calculations; and * informative figures and tables, questions, and over 300 references. Intended as a resource for professionals, researchers, and advanced students in a variety of fields, this book is an excellent supplement for advanced courses in statistics in disciplines such as psychology, education, the social sciences, business, management, and medicine. A prerequisite of introductory statistics through factorial analysis of variance and chi-square is recommended.
Category: Psychology
Effect Sizes for Research
Language: en
Pages: 272
Authors: Robert J. Grissom, John J. Kim
Categories: Education
Type: BOOK - Published: 2014-04-04 - Publisher: Routledge

The goal of this book is to inform a broad readership about a variety of measures and estimators of effect sizes for research, their proper applications and interpretations, and their limitations. Its focus is on analyzing post-research results. The book provides an evenhanded account of controversial issues in the field,
Effect Sizes for Research
Language: en
Pages: 253
Authors: Robert J. Grissom, John J. Kim
Categories: Psychology
Type: BOOK - Published: 2005 - Publisher: Psychology Press

The goal of this book is to inform a broad readership about a variety of measures and estimators of effect sizes for research, their proper applications and interpretations, and their limitations. Its focus is on analyzing post-research results. The book provides an evenhanded account of controversial issues in the field,
Effect Sizes for Research
Language: en
Pages: 434
Authors: Robert J. Grissom, John J. Kim
Categories: Psychology
Type: BOOK - Published: 2012-04-23 - Publisher: Routledge

Noted for its comprehensive coverage, this greatly expanded new edition now covers the use of univariate and multivariate effect sizes. Many measures and estimators are reviewed along with their application, interpretation, and limitations. Noted for its practical approach, the book features numerous examples using real data for a variety of
Effect Sizes for Research
Language: en
Pages: 272
Authors: Robert J. Grissom, John J. Kim
Categories: Education
Type: BOOK - Published: 2014-04-04 - Publisher: Routledge

The goal of this book is to inform a broad readership about a variety of measures and estimators of effect sizes for research, their proper applications and interpretations, and their limitations. Its focus is on analyzing post-research results. The book provides an evenhanded account of controversial issues in the field,
The Essential Guide to Effect Sizes
Language: en
Pages: 173
Authors: Paul D. Ellis
Categories: Business & Economics
Type: BOOK - Published: 2010-07-01 - Publisher: Cambridge University Press

A jargon-free introduction for students and researchers looking to interpret the practical significance of their results.