A numerically stable online implementation and exploration of WAIC through variations of the predictive density, using NIMBLE

Joshua E. Hug, Christopher J. Paciorek

We go through the process of crafting a robust and numerically stable online algorithm for the computation of the Watanabe-Akaike information criteria (WAIC). We implement this alg…