A bandwidth-free estimator for grouped data that recovers a log-concave density by first estimating the mean with a Gaussian EM, smoothing bin counts, jittering within bins, and fitting a log-concave MLE.
American Journal of Epidemiology 182, 138–147
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Bandwidth-free nonparametric density estimation for grouped data
A bandwidth-free estimator for grouped data that recovers a log-concave density by first estimating the mean with a Gaussian EM, smoothing bin counts, jittering within bins, and fitting a log-concave MLE.