Consistency of Bayes estimators of a binary regression function
Work
Year: 2006
Type: article
Abstract: When do nonparametric Bayesian procedures “overfit”? To shed light on this question, we consider a binary regression problem in detail and establish frequentist consistency for a certain class of Baye... more
Source: The Annals of Statistics
Authors Marc Coram, Steven P. Lalley
Institution University of Chicago
Cites: 21
Cited by: 9
Related to: 10
FWCI: 0.433
Citation percentile (by year/subfield): 82.1
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: bronze