Consistency of Bayesian estimation of a step function

DOI10.1016/j.spl.2006.05.007zbMath1109.62024OpenAlexW2068208124MaRDI QIDQ870315

Heng Lian

Publication date: 12 March 2007

Published in: Statistics \& Probability Letters (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.spl.2006.05.007

zbMATH Keywords

consistencypiecewise constant functionnonparametric Bayesian estimation

Mathematics Subject Classification ID

Nonparametric estimation (62G05) Bayesian inference (62F15)

Related Items (3)

Posterior concentration for Bayesian regression trees and forests ⋮ The life-span prediction of a system connected in series ⋮ Consistency of Posterior Distributions for Heteroscedastic Nonparametric Regression Models

Cites Work

• New approaches to Bayesian consistency
• Convergence rates of posterior distributions.
• The consistency of posterior distributions in nonparametric problems

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