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Probabilistic natural mapping for gene based association study.
PALM is a software that conducts gene-based association analysis. PALM exploits HiddenMarkov Models (HMM) to capture the inner genomic structures. Then, unique gene features (termed "palm prints") are extracted for each gene set by calculating the natural gradient. Then palm-prints are tested with chi-square significance test.