Inferential models: A framework for prior-free posterior probabilistic inference

Ryan Martin, Chuanhai Liu

Posterior probabilistic statistical inference without priors is an important but so far elusive goal. Fisher's fiducial inference, Dempster-Shafer theory of belief functions, and B…