Measurement errors - a location contamination problem in discriminant analysis

Abstract
The random shift model for location contamination of two normal distributions with equal covariance matrices is introduced. Performance of Fisher1s linear discriminant rule in separating the two contaminated populations is essentially the same as for uncontaminated normal distributions.