A novel approach to Bayesian consistency

DOI10.1214/17-EJS1369zbMath1392.62090OpenAlexW2769554969MaRDI QIDQ1684160

Minwoo Chae, Stephen G. Walker

Publication date: 8 December 2017

Published in: Electronic Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://projecteuclid.org/euclid.ejs/1511492460

zbMATH Keywords

total variationKullback-Leibler divergenceposterior consistencyBayesian consistencyLévy-Prokhorov metricmixture of Student's \(t\) distributions

Mathematics Subject Classification ID

Density estimation (62G07) Asymptotic properties of nonparametric inference (62G20) Nonparametric estimation (62G05) Bayesian inference (62F15)

Related Items (3)

Bayesian high-dimensional semi-parametric inference beyond sub-Gaussian errors ⋮ Posterior asymptotics in Wasserstein metrics on the real line ⋮ Wasserstein upper bounds of the total variation for smooth densities

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