Superiority of Bayes estimators over the MLE in high dimensional multinomial models and its implication for nonparametric Bayes theory

DOI10.1016/j.csda.2020.107011OpenAlexW3024963126MaRDI QIDQ2189622

Rachel Oliver, Rabi N. Bhattacharya

Publication date: 16 June 2020

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1910.02316

zbMATH Keywords

nonparametric BayesBayes estimators versus the MLEhigh dimensional multinomials

Mathematics Subject Classification ID

Statistics (62-XX)

Uses Software

• hitandrun

Cites Work

• Unnamed Item
• Bayesian nonparametrics
• A Bayesian analysis of some nonparametric problems
• A Course in Mathematical Statistics and Large Sample Theory
• Nonparametric Bayesian density estimation on manifolds with applications to planar shapes
• Fundamentals of Nonparametric Bayesian Inference