Large deviations for the posterior distributions under conjugate prior distributions

摘要

This paper takes up three parametric cases－the normal, Poisson, exponentialcases－in order to study a large deviation upper bound forsome posterior probabilitiy of the unknown parameter when in eachcase the prior distribution is assumed to be in a conjugate family. Theupper bound will be given explicitly in each case.