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Amphipathic helices, which play important roles in protein structure, occur in a wide variety of lengths. Yet existing methods employ fixed window lengths. We present a hierarchical procedure that identifies the Q most significant amphipathic helices regardless of length. Since the observed hydrophobicities are not normally distributed, test statistics… (More)