most citedStochastic expansions using continuous dictionaries: Lévy adaptive regression kernels

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math.ST2011★ 41 cited

Stochastic expansions using continuous dictionaries: Lévy adaptive regression kernels

Robert L. Wolpert, Merlise A. Clyde, Chong Tu

This article describes a new class of prior distributions for nonparametric function estimation. The unknown function is modeled as a limit of weighted sums of kernels or generator…