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An extension of geisser's discrimination model to proportional covariance matrices
Authors:Douglas M. Hawkins  E. Liefde Raath
Abstract:The predictive discrimination model of Geisser is derived for the case in which the covariance matrices of the different populations are assumed proportional, with unknown constants of proportionality. It is shown that this model provides a better fit to a set of data than does the usual homoscedastic model.
Keywords:Bayesian  predictive discrimination  discriminant analysis  heteroscedasticity
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