Adaptive shrinkage in Pólya tree type models

DOI10.1214/16-BA1021zbMath1384.62092MaRDI QIDQ1699686

Peng Zhang

Publication date: 23 February 2018

Published in: Bayesian Analysis (Search for Journal in Brave)

Full work available at URL: https://projecteuclid.org/euclid.ba/1473276260

zbMATH Keywords

Bayesian nonparametricsdensity estimationhierarchical modelsmulti-scale modeling

Mathematics Subject Classification ID

Density estimation (62G07) Bayesian inference (62F15) Nonparametric inference (62G99)

Related Items (5)

Hidden Markov Pólya Trees for High-Dimensional Distributions ⋮ Analysis of Distributional Variation Through Graphical Multi-Scale Beta-Binomial Models ⋮ Fisher Exact Scanning for Dependency ⋮ Spike and slab Pólya tree posterior densities: adaptive inference ⋮ Optional Pólya trees: posterior rates and uncertainty quantification

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