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Beyond significance testing: reformi...

Kline, Rex B.

Beyond significance testing: reforming data analysis methods in behavioral research /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Beyond significance testing: reforming data analysis methods in behavioral research // Rex B. Kline.
作者:	Kline, Rex B.
出版者:	Washington, DC :American Psychological Association, : c2004.,
版本:	1st ed.
面頁冊數:	xii, 325 p. :ill. ; : 27 cm.;
提要註:	Practices of data analysis in psychology and related disciplines are changing. This is evident in the longstanding controversy about statistical tests in the behavioral sciences and the increasing number of journals requiring effect size information. This book offers integrative and clear presentations about the limitations of statistical tests and reviews alternative methods of data analysis, such as effect size estimation (at both the group and case levels) and interval estimation (i.e., confidence intervals). Written in a clear and accessible style, it is intended for applied researchers and students who may not have strong 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 the application of these principles and how to estimate substantive significance instead of just statistical significance. Additional alternatives to statistical tests are also described, including meta-analysis, resampling techniques like bootstrapping, and Bayesian estimation.
標題:	Psychometrics. -
ISBN:	1591471184 (hard) :

Beyond significance testing: reforming data analysis methods in behavioral research /
Kline, Rex B.

Beyond significance testing: reforming data analysis methods in behavioral research /Rex B. Kline. - 1st ed. - Washington, DC :American Psychological Association,c2004. - xii, 325 p. :ill. ;27 cm.

Includes bibliographical references (p. 295-311) and index.

Practices of data analysis in psychology and related disciplines are changing. This is evident in the longstanding controversy about statistical tests in the behavioral sciences and the increasing number of journals requiring effect size information. This book offers integrative and clear presentations about the limitations of statistical tests and reviews alternative methods of data analysis, such as effect size estimation (at both the group and case levels) and interval estimation (i.e., confidence intervals). Written in a clear and accessible style, it is intended for applied researchers and students who may not have strong 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 the application of these principles and how to estimate substantive significance instead of just statistical significance. Additional alternatives to statistical tests are also described, including meta-analysis, resampling techniques like bootstrapping, and Bayesian estimation.

ISBN: 1591471184 (hard) :NT2035

LCCN: 2003022594Subjects--Topical Terms:

213724
Psychometrics.

LC Class. No.: BF39 / .K59 2004

Dewey Class. No.: 150/.72/4

Beyond significance testing: reforming data analysis methods in behavioral research /
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900 $c 到館:2009/01/19 $d 編目:2009/01/19