Informative Distance-Based Priors for Correlation Matrices Centred on a Target Reference

Anna Freni-Sterrantino, Janet van Niekerk, Elias Teixeira Krainski +3

Specifying a prior over the space of correlation matrices is a persistent challenge in Bayesian analysis. The space is a curved manifold whose dimension grows quadratically with th…