Estimating the Coefficient of Cross-validity in Multiple Regression: A Comparison of Analytical and Empirical Methods.

Kromrey, Jeffrey D.; Hines, Constance V.

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Peer reviewed

ERIC Number: EJ533520

Record Type: Journal

Publication Date: 1996

Pages: N/A

Abstractor: N/A

ISBN: N/A

ISSN: ISSN-0022-0973

EISSN: N/A

Estimating the Coefficient of Cross-validity in Multiple Regression: A Comparison of Analytical and Empirical Methods.

Kromrey, Jeffrey D.; Hines, Constance V.

Journal of Experimental Education, v64 n3 p240-66 Spr 1996

The accuracy of three analytical formulas for shrinkage estimation and four empirical techniques were investigated in a Monte Carlo study of the coefficient of cross-validity in multiple regression. Substantial statistical bias was evident for all techniques except the formula of M. W. Brown (1975) and multicross-validation. (SLD)

Descriptors: Estimation (Mathematics), Monte Carlo Methods, Regression (Statistics), Statistical Analysis, Statistical Bias, Validity

Publication Type: Reports - Evaluative; Journal Articles

Education Level: N/A

Audience: N/A

Language: English

Sponsor: N/A

Authoring Institution: N/A

Grant or Contract Numbers: N/A

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