Testing and estimation in orthosymmetric Gaussian sequence model

Zeyu Jia, Yury Polyanskiy

We study the Gaussian sequence model, i.e. $X\sim N(\theta ,I_{\infty })$, where $\theta \in \Gamma \subset {\ell }_2$ is assumed to be convex and compact. We show that goodness-of-fit te…