Wasserstein complexity penalization priors: a new class of penalizing complexity priors

David Bolin, Alexandre B. Simas, Zhen Xiong

Penalizing complexity (PC) priors provide a principled framework for reducing model complexity by penalizing the Kullback--Leibler Divergence (KLD) between a ``simple'' base model…