The Matlab program "NPMLEs_ICData.m" provides nonparametric maximum likelihood estimators of a distribution function F, based on interval-censored data. The different estimators are the
unrestricted,
concave, and
unimodal (convex-concave)
MLE of F; see Dümbgen, Freitag and Jongbloed (JASA, 2006).