Convex order and preservation of convexity for Bayesian posterior updates

Erhan Bayraktar, Yuqiong Wang

We study how the response of a Bayesian posterior statistic to future observations changes as information accumulates. For a non-decreasing function $T$, define $Π_n^T=\E[T(Θ)\vert…