Univariate log-concave density estimation with symmetry or modal constraints

Charles R. Doss, Jon A. Wellner

We study nonparametric maximum likelihood estimation of a log-concave density function $f_0$ which is known to satisfy further constraints, where either (a) the mode $m$ of $f_0$ i…