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math.ST2017★ 4 cited
The Bayes Lepski's Method and Credible Bands through Volume of Tubular Neighborhoods
William Weimin Yoo, Aad W. van der Vaart
For a general class of priors based on random series basis expansion, we develop the Bayes Lepski's method to estimate unknown regression function. In this approach, the series tru…
math.ST2017★ 85 cited
Contributed Discussion to Uncertainty Quantification for the Horseshoe by Stéphanie van der Pas, Botond Szabó and Aad van der Vaart
William Weimin Yoo
We begin by introducing the main ideas of the paper under discussion. We discuss some interesting issues regarding adaptive component-wise credible intervals. We then briefly touch…