Hierarchical Bayesian CMB Component Separation with the No-U-Turn Sampler

R. D. P. Grumitt, Luke R. P. Jew, C. Dickinson

In this paper we present a novel implementation of Bayesian CMB component separation. We sample from the full posterior distribution using the No-U-Turn Sampler (NUTS), a gradient-…