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ERIC Number: EJ938774
Record Type: Journal
Publication Date: 2004
Pages: 15
Abstractor: As Provided
Reference Count: 28
ISBN: N/A
ISSN: ISSN-1091-367X
Evaluating the Replicability of Sample Results: A Tutorial of Double Cross-Validation Methods
Guan, Jianmin; Xiang, Ping; Keating, Xiaofen Deng
Measurement in Physical Education and Exercise Science, v8 n4 p227-241 2004
Although replication is important to the validity of a study and is endorsed by more and more scholars, few researchers in kinesiology attend to this issue. Some researchers may believe that statistical significance and effect size are the most important statistical issues in their research and thereby may have ignored the importance of result replication. Both significance testing and effect size, however, rarely inform researchers about the likelihood that results will be replicated in different samples drawn from the same population. The primary purpose of this tutorial is to provide readers with information regarding result replicability evaluation, focusing on double cross-validation approaches. This tutorial can also serve as a practical guide for conducting replicability analyses using double cross-validation methods. (Contains 5 tables.)
Routledge. Available from: Taylor & Francis, Ltd. 325 Chestnut Street Suite 800, Philadelphia, PA 19106. Tel: 800-354-1420; Fax: 215-625-2940; Web site: http://www.tandf.co.uk/journals
Publication Type: Journal Articles; Reports - Evaluative
Education Level: N/A
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A