Robust Bayesian Multivariate Forecasting under Distortions of Prior Densities in the Chi-Square Metric

Abstract

This paper investigates robustness of the multivariate Bayesian forecasting model under the chi-square metric distortions of priors. The explicit form for the guaranteed upper risk is obtained and an integral equation for the robust prediction statistics is given.