From Thomas Bayes to Big Data: On the feasibility of being a subjective Bayesian

Ya'acov Ritov

We argue that the Bayesian paradigm, of a prior which represents the beliefs of the statistician before observing the data, is not feasible in ultra-high-dimensional models. We cla…