Gaussian model selection with an unknown variance

Yannick Baraud, Christophe Giraud, Sylvie Huet

Let $Y$ be a Gaussian vector whose components are independent with a common unknown variance. We consider the problem of estimating the mean $\mu$ of $Y$ by model selection. More pre…