An order-theoretic perspective on modes and maximum a posteriori estimation in Bayesian inverse problems

Hefin Lambley, T. J. Sullivan

It is often desirable to summarise a probability measure on a space $X$ in terms of a mode, or MAP estimator, i.e.\ a point of maximum probability. Such points can be rigorously de…