Approximating multivariate posterior distribution functions from Monte Carlo samples for sequential Bayesian inference

Bram Thijssen, Lodewyk F. A. Wessels

An important feature of Bayesian statistics is the opportunity to do sequential inference: the posterior distribution obtained after seeing a dataset can be used as prior for a sec…