Nonparametric Bayes classification and hypothesis testing on manifolds

Author:

Bhattacharya Abhishek,Dunson David

Funder

National Institute of Environmental Health Sciences (NIEHS) of the National Institutes of Health (NIH)

Publisher

Elsevier BV

Subject

Statistics, Probability and Uncertainty,Numerical Analysis,Statistics and Probability

Reference43 articles.

1. Clustering on the unit hypersphere using von Mises–Fisher distributions;Banerjee;J. Mach. Learn. Res.,2005

2. The consistency of posterior distributions in nonparametric problems;Barron;Ann. Statist.,1999

3. Marginal likelihood and Bayes factors for Dirichlet process mixture models;Basu;J. Amer. Statist. Assoc.,2003

4. Nonparametric Inference on Manifolds;Bhattacharya,2012

5. Nonparametric Bayesian density estimation on manifolds with applications to planar shapes;Bhattacharya;Biometrika,2010

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