Correlated individual differences and choice prediction

Abstract

This note briefly summarizes the consequences of adding correlated individual differences to the best baseline model in the Games competition, I-SAW. I find evidence that the traits of an individual are correlated, but refining I-SAW to capture these correlations does not significantly improve the model's accuracy when predicting average behavior. © 2011 by the authors; licensee MDPI, Basel, Switzerland.