This is a revision of the classic book Applied Discriminant Analysis by Carl Huberty. Dr. Huberty has taken on a co-author, Steve Olejnik, who helped to update existing material and write new chapters. New terms, updated discussion of topics that have recently become more important, new computer applications, and new references have been included.