H., & Thissen, D. (1976). Three steps toward robust regression. Psychometrika, volume 41(1), pages 9–34. Further reading Dana, J., & Dawes, R. M. (2004). "The superiority of simple alternatives to regression for social science predictions". Journal of Educational and Behavioral Statistics, volume 29(3), pages 317-331. Dawes, R. M., & Corrigan, B. (1974). Linear models in decision making. Psychological Bulletin, volume 81, pages 95–106. Einhorn, H. J., & Hogarth, R. M. (1975). Unit weighting schemes for decision making. Organizational Behavior and Human Performance, volume 13(2), pages 171-192. Hakeem, M. (1948). The validity of the Burgess method of parole prediction. American Journal of Sociology, volume 53(5), pages 376-386. JSTOR Newman, J. R., Seaver, D., Edwards, W. (1976). Unit versus differential weighting schemes for decision making: A method of study and some preliminary results. Los Angeles, CA: Social Science Research Institute. archived pdf Raju, N. S., Bilgic, R., Edwards, J. E., Fleer, P. F. (1997). Methodology review: Estimation of population validity and cross-validity, and the use of equal weights in prediction. Applied Psychological Measurement, volume 21(4), pages 291-305. Ree, M. J., Carretta, T. R., & Earles, J. A. (1998). "In top-down decisions, weighting variables does not matter: A consequence of Wilk's theorem." Organizational Research Methods, volume 1(4), pages 407-420. archived pdf Wainer, H. (1978). On the sensitivity of regression and regressors. Psychological Bulletin, volume 85(2), pages 267-273. External links Chis Stucchio blog - Why a pro/con list is 75% as good as your fancy machine learning algorithm Regression analysis