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Educational and Psychological Measurement
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Population Validity and Cross-Validity

Applications of Distribution Theory for Testing Hypotheses, Setting Confidence Intervals, and Determining Sample Size

James Algina

University of Florida, algina{at}ufl.edu

H.J. Keselman

University of Manitoba

Applications of distribution theory for the squared multiple correlation coefficient and the squared cross-validation coefficient are reviewed, and computer programs for these applications are made available. The applications include confidence intervals, hypothesis testing, and sample size selection.

Key Words: squared multiple correlation • cross-validation • mean squared error of prediction • confidence interval • sample size

This version was published on April 1, 2008

Educational and Psychological Measurement, Vol. 68, No. 2, 233-244 (2008)
DOI: 10.1177/0013164407305589
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