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Book Cover
Book
Author Kline, Rex B.

Title Beyond significance testing : reforming data analysis methods in behavioral research / Rex B. Kline
Edition First edition
Published Washington, D.C. : American Psychological Association, [2004]
©2004

Copies

Location Call no. Vol. Availability
 MELB  150.724 Kli/Bst  AVAILABLE
Description xii, 325 pages : illustrations ; 27 cm
Contents I. Introductory concepts -- Ch. 1. Changing times -- Ch. 2. Fundamental concepts -- Ch. 3. What's wrong wtih statistical tests - and where we go from here -- II. Effect size estimation in comparative studies -- Ch. 4. Parametric effect size indexes -- Ch. 5. Nonparametric effect size indexes -- Ch. 6. Effect size estimation in one-way designs -- Ch. 7. Effect size estimation in multifactor designs -- III. Alternatives to statistical tests -- Ch. 8. Replication and meta-analysis -- Ch. 9. Resampling and Bayesian estimation
Summary "The book is intended for applied researchers and students who may not have quantitative backgrounds. Readers will learn how to measure effect size on continuous or dichotomous outcomes in comparative studies with independent or dependent samples. They will also learn how to calculate and correctly interpret confidence intervals for effect sizes. Numerous research examples from a wide range of areas illustrate how to apply these principles and how to estimate substantive significance instead of just statistical significance. Additional alternatives to statistical tests are described, including meta-analysis, resampling techniques like bootstrapping, and Bayesian estimation."--BOOK JACKET
Bibliography Includes bibliographical references (pages 295-311) and index
Audience Psychology: Professional & Research
Notes Also available online via the World Wide Web, by subscription to Ovid PsycBooks
Print version record
Subject Effect sizes (Statistics)
Psychology -- Research.
Psychometrics.
Psychometrics -- Textbooks.
Psychometrics.
Psychometrics.
Genre/Form Textbook.
Textbooks.
Textbooks.
Author American Psychological Association.
Ovid Technologies, Inc.
LC no. 2003022594
ISBN 1591471184 alkaline paper
Other Titles Reforming data analysis methods in behavioral research