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March 1, 1984The Annals of Statistics741 citationsOpen Access

On a Class of Bayesian Nonparametric Estimates: I. Density Estimates

ALAlbert Y. Lo

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Abstract

Given a positive, normalized kernel and a finite measure on an Euclidean space, we construct a random density by convoluting the kernel with the Dirichlet random probability indexed by the finite measure. The posterior distribution of the random density given a sample is classified. The Bayes estimator of the density function is given.

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Cite This Study

Albert Y. Lo (1984) studied this question.

synapsesocial.com/papers/69d83bc4617ce96c42ae357ehttps://doi.org/10.1214/aos/1176346412
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