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The R package (R Core Team (2016)) genMOSS is specifically designed for theBayesian analysis of genome-wide association study data. The package implementsthe mode oriented stochastic search (MOSS) procedure as well as a simple movingwindow approach to identify combinations of single nucleotide polymorphismsassociated with a response. The prior used in Bayesian computations is thegeneralized hyper Dirichlet.

Analyzing Genome-wide Association Study Data with the R Package genMOSS