A Comparison of Learning Rate Selection Methods in Generalized Bayesian Inference
Author:
Affiliation:
1. Department of Statistics, North Carolina State University
Publisher
Institute of Mathematical Statistics
Subject
Applied Mathematics,Statistics and Probability
Reference48 articles.
1. Barron, A., Schervish, M. J., and Wasserman, L. (1999). “The consistency of posterior distributions in nonparametric problems.” Annals of Statistics, 27(2): 536–561.
2. Bhattacharya, A., Pati, D., and Yang, Y. (2019). “Bayesian fractional posteriors.” Annals of Statistics, 47(1): 39–66.
3. Bhattacharya, I. and Martin, R. (2022). “Gibbs posterior inference on multivariate quantiles.” Journal of Statistical Planning and Inference, 218: 106–121.
4. Bissiri, P. G., Holmes, C. C., and Walker, S. G. (2016). “A general framework for updating belief distributions.” Journal of the Royal Statistical Society. Series B, Statistical Methodology, 78(5): 1103–1130.
5. Bunke, O. and Milhaud, X. (1998). “Asymptotic behavior of Bayes estimates under possibly incorrect models.” Annals of Statistics, 26(2): 617–644.
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