The use of principal components in linear discriminant analysis has been considered by several authors. However, many of the properties of procedures associated with this usage are unknown. Here, using a simulation study, we investigate the power to choose the #x2018;correct#x2019; components in the discriminant function. We also include the null case where no component has any discriminatory value.
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