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Showing 2007 · math.STShow all
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math.ST2007★ 94 cited
Kullback Leibler property of kernel mixture priors in Bayesian density estimation
Yuefeng Wu, Subhashis Ghosal
Positivity of the prior probability of Kullback-Leibler neighborhood around the true density, commonly known as the Kullback-Leibler property, plays a fundamental role in posterior…
math.ST2007★ 574 cited
Component selection and smoothing in multivariate nonparametric regression
Yi Lin, Hao Helen Zhang
We propose a new method for model selection and model fitting in multivariate nonparametric regression models, in the framework of smoothing spline ANOVA. The ``COSSO'' is a method…