Priors for Reducing Asymptotic Bias of the Posterior Mean

Miyata Yoichi, Yanagimoto Takemi

It is shown that the first-order term of the asymptotic bias of the posterior mean is removed by a suitable choice of a prior density. In regular statistical models including expon…