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We develop an active set algorithm for the maximum likelihood estimation of alog-concave density based on complete data. Building on this fast algorithm, weindidate an EM algorithm to treat arbitrarily censored or binned data.

Active Set and EM Algorithms for Log-Concave Densities Based on Complete and Censored Data