Extending Xu's Bayesian Model for Estimating Polygenic Effects Using Markers of the Entire Genome

Abstract

In 2003, Xu obtained remarkably precise estimates of QTL positions despite the many markers simultaneously in his Bayesian model. We extend his model and Gibbs algorithm to ensure a valid posterior distribution and convergence to it, without changing the attractiveness of the method.