Using the Criterion-Predictor Factor Model to Compute the Probability of Detecting Prediction Bias with Ordinary Least Squares Regression
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DOI: 10.1007/s11336-012-9270-8
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- Roger Millsap, 2007. "Invariance in Measurement and Prediction Revisited," Psychometrika, Springer;The Psychometric Society, vol. 72(4), pages 461-473, December.
- Barry Arnold & Robert Beaver & Richard Groeneveld & William Meeker, 1993. "The nontruncated marginal of a truncated bivariate normal distribution," Psychometrika, Springer;The Psychometric Society, vol. 58(3), pages 471-488, September.
- D. Holmes, 1990. "The robustness of the usual correction for restriction in range due to explicit selection," Psychometrika, Springer;The Psychometric Society, vol. 55(1), pages 19-32, March.
- Z. Birnbaum & E. Paulson & F. Andrews, 1950. "On the effect of selection performed on some coordinates of a multi-dimensional population," Psychometrika, Springer;The Psychometric Society, vol. 15(2), pages 191-204, June.
- William Meredith, 1993. "Measurement invariance, factor analysis and factorial invariance," Psychometrika, Springer;The Psychometric Society, vol. 58(4), pages 525-543, December.
- M. Aitkin, 1964. "Correlation in a singly truncated bivariate normal distribution," Psychometrika, Springer;The Psychometric Society, vol. 29(3), pages 263-270, September.
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- Steven Andrew Culpepper & Herman Aguinis & Justin L. Kern & Roger Millsap, 2019. "High-Stakes Testing Case Study: A Latent Variable Approach for Assessing Measurement and Prediction Invariance," Psychometrika, Springer;The Psychometric Society, vol. 84(1), pages 285-309, March.
- Steven Culpepper, 2013. "Erratum to: Using the Criterion-Predictor Factor Model to Compute the Probability of Detecting Prediction Bias with Ordinary Least Squares Regression," Psychometrika, Springer;The Psychometric Society, vol. 78(3), pages 554-555, July.
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Keywords
selection; prediction bias; measurement bias; type I error; power;All these keywords.
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