On the robustness of posterior means

Jiafeng Chen

Consider a normal location model $X\mid \theta \sim N(\theta ,{\sigma }^2)$ with known ${\sigma }^2$. Suppose $\theta \sim G_0$, where the prior $G_0$ has zero mean and variance bounded by $V$. Let $G_1$ be a pos…