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ERIC Number: EJ956146
Record Type: Journal
Publication Date: 2011-Dec
Pages: 12
Abstractor: As Provided
ISBN: N/A
ISSN: ISSN-1082-989X
EISSN: N/A
Deduced Inference in the Analysis of Experimental Data
Bird, Kevin D.
Psychological Methods, v16 n4 p432-443 Dec 2011
Any set of confidence interval inferences on J - 1 linearly independent contrasts on J means, such as the two comparisons [mu][subscript 1] - [mu][subscript 2] and [mu][subscript 2] - [mu][subscript 3] on 3 means, provides a basis for the deduction of interval inferences on all other contrasts, such as the redundant comparison [mu][subscript 1] - [mu][subscript 3]. Deduced inference does not inflate the experimentwise error rate beyond the level associated with the set of direct statistical inferences from which it is deduced. This article shows that although deduced inference is not as precise as direct inference, it can be a useful alternative to the kind of post hoc analysis that often follows analyses of sets of linearly independent contrasts. The article also illustrates applications of deduced inference following analyses of factorial experiments, where the problems often associated with popular analysis strategies can be avoided if inferences on simple effect contrasts are deduced from confidence intervals on main and interaction effect contrasts. (Contains 5 tables and 4 footnotes.)
American Psychological Association. Journals Department, 750 First Street NE, Washington, DC 20002-4242. Tel: 800-374-2721; Tel: 202-336-5510; Fax: 202-336-5502; e-mail: order@apa.org; Web site: http://www.apa.org/publications
Publication Type: Journal Articles; Reports - Evaluative
Education Level: N/A
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A
Grant or Contract Numbers: N/A