An approach to robust Bayesian regression in astronomy

William Martin, Daniel J. Mortlock

Model mis-specification (e.g. the presence of outliers) is commonly encountered in astronomical analyses, often requiring the use of ad hoc algorithms which are sensitive to arbitr…