Density Estimation from Weighted Samples with the Localized Cumulative Distribution
A novel method for nonparametric density estimation from weighted samples is proposed, represented in discretized form as a regular grid of square roots of probabilities or density values, and achieves smoothness with an additional Fisher Information regularization.
Daniel R. Frisch, U. Hanebeck
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