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math.ST2008★ 3 cited
On adaptive Bayesian inference
Yang Xing
We study the rate of Bayesian consistency for hierarchical priors consisting of prior weights on a model index set and a prior on a density model for each choice of model index. Gh…
math.ST2008★ 2 cited
Convergence Rates of Nonparametric Posterior Distributions
Yang Xing
We study the asymptotic behavior of posterior distributions. We present general posterior convergence rate theorems, which extend several results on posterior convergence rates pro…