A Review of Regression Diagnostics for Behavioral Research.

Chatterjee, Sangit; Yilmaz, Mustafa

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Peer reviewed

ERIC Number: EJ460532

Record Type: Journal

Publication Date: 1992

Pages: N/A

Abstractor: N/A

ISBN: N/A

ISSN: ISSN-0146-6216

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A Review of Regression Diagnostics for Behavioral Research.

Chatterjee, Sangit; Yilmaz, Mustafa

Applied Psychological Measurement, v16 n3 p209-27 Sep 1992

The importance of regression diagnostics in detecting influential data points is discussed, and five statistics are recommended for the applied researcher. The suggested diagnostics were used on a dataset of 24 subjects, and effects were analyzed. Colinearity-based diagnostics and diagnostics for a variety of procedures are discussed. (SLD)

Descriptors: Behavioral Science Research, Diagnostic Tests, Equations (Mathematics), Error of Measurement, Graphs, Mathematical Models, Measurement Techniques, Regression (Statistics), Research Methodology

Publication Type: Journal Articles; Information Analyses; Reports - Evaluative

Education Level: N/A

Audience: N/A

Language: English

Sponsor: N/A

Authoring Institution: N/A

Grant or Contract Numbers: N/A

Author Affiliations: N/A