References
- Andrade, J. A. A., and A. O'Hagan. 2006. Bayesian robustness modelling using regularly varying distributions. Bayesian Analysis 1 (1):169–88.
- Basu, A., I. Harris, N. Hjort, and M. C. Jones. 1998. Robust and efficient estimation by minimising a density power divergence. Biometrika 85 (3):549–59.
- Dawid, A. P. 1973. Posterior expectations for large observations. Biometrika 60 (3):664–7.
- Desgagné, A. 2015. Robustness to outliers in location-scale parameter model using log-regularly varying distributions. The Annals of Statistics 43 (4):1568–95.
- Dey, D. K., and L. Birmiwal. 1994. Robust bayesian analysis using entropy and divergence measures. Statistics & Probability Letters 20 (4):287–94.
- Fujisawa, H., and S. Eguchi. 2008. Robust parameter estimation with a small bias against heavy contamination. Journal of Multivariate Analysis 99 (9):2053–81.
- Ghosh, A., and A. Basu. 2016. Robust Bayes estimation using the density power divergence. Annals of the Institute of Statistical Mathematics 68: 413–437.
- Ghosh, J. K., M. Delampady, and T. Samanta. 2006. An introduction to Bayesian analysis. New York: Springer.
- Gustafon, P., and L. Wasserman. 1996. Local sensitivity diagnostics for bayesian inference. The Annals of Statistics 23 :2153–67.
- Hampel, F. R., P. J. Rousseeuw, E. M. Ronchetti, and W. A. Stahel. 1986. Robust statistics. The Approach Based on Influence Functions. New York: Wiley.
- Hirose, K., H. Fujisawa, and J. Sese. 2017. Robust sparse Gaussian graphical modeling. Journal of Multivariate Analysis 161 :172–90.
- Hooker, G., and A. N. Vidyashankar. 2014. Bayesian model robustness via disparities. Test 23(3):556–84.
- Huber, P. J. 1981. Robust Statistics. New York: Wiley.
- Jones, M. C., N. L. Hjort, I. R. Harris, and A. Basu. 2001. A comparison of related density-based minimum divergence estimators. Biometrika 88(3):865–73.
- Kawashima, T., and H. Fujisawa. 2017. Robust and sparse regression via gamma-divergence. Entropy 19(11):608.
- Schwarz, G. 1978. Estimating the dimension of a model. The Annals of Statistics 6(2):461–4.
- Robert, C. P., and G. Casella. 2004. Monte Carlo statistical methods. 3rd ed. Berlin, Germany: Springer.
- Windham, M. P. 1995. Robustifying model fitting. Journal of the Royal Statistical Society B57:599–609.