Abstract
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 ‘correct’ components in the discriminant function. We also include the null case where no component has any discriminatory value.
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