Maximum likelihood estimation of a multidimensional log-concave density

Madeleine Cule, Richard Samworth, Michael Stewart

Let X_1, ..., X_n be independent and identically distributed random vectors with a log-concave (Lebesgue) density f. We first prove that, with probability one, there exists a uniqu…