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Identification of functional motifs in a DNA sequence is fundamentally a statistical pattern recognitionproblem. Discriminant analysis is widely used for solving such problems. This paper will review two basicparametric methods: LDA (linear discriminant analysis) and QDA (Quadratic discriminant analysis). Their usagein recognition of splice sites and exons in the human genome will be demonstrated.

Discriminant analysis and its application in DNA sequence motif recognition