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Statistical Power Analysis for the Social and Behavioral Sciences: Basic and Advanced Techniques

Statistical Power Analysis for the Social and Behavioral Sciences: Basic and Advanced Techniques

Paperback

Business GeneralGeneral EducationGeneral Psychology

ISBN10: 1848729812
ISBN13: 9781848729810
Publisher: Routledge
Published: Nov 11 2013
Pages: 386
Weight: 1.85
Height: 1.00 Width: 6.90 Depth: 9.90
Language: English

This is the first book to demonstrate the application of power analysis to the newer more advanced statistical techniques that are increasingly used in the social and behavioral sciences. Both basic and advanced designs are covered. Readers are shown how to apply power analysis to techniques such as hierarchical linear modeling, meta-analysis, and structural equation modeling. Each chapter opens with a review of the statistical procedure and then proceeds to derive the power functions. This is followed by examples that demonstrate how to produce power tables and charts. The book clearly shows how to calculate power by providing open code for every design and procedure in R, SAS, and SPSS. Readers can verify the power computation using the computer programs on the book's website. There is a growing requirement to include power analysis to justify sample sizes in grant proposals. Most chapters are self-standing and can be read in any order without much disruption.This book will help readers do just that. Sample computer code in R, SPSS, and SAS at www.routledge.com/9781848729810 are written to tabulate power values and produce power curves that can be included in a grant proposal.

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General Psychology