The differential structure shared by probability and moment matching priors on non-regular statistical models via the Lie derivative

Masaki Yoshioka, Fuyuhiko Tanaka

In Bayesian statistics, the selection of noninformative priors is a crucial issue. There have been various discussions on theoretical justification, problems with the Jeffreys prio…