In this paper a method is demonstrated which allows for the comparison of the predictive performance of 2 preference ordering models. This method employs a 3-dimensional graph which is both informative and easy to interpret. This method is demonstrated with a Monte Carlo study designed to compare the predictive performance of a utility preference model using different weighting coefficient schemes.
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