Stochastic Block Covariance Matrix Estimation

Yunran Chen, Surya T Tokdar, Jennifer M Groh

Motivated by a neuroscience application we study the problem of statistical estimation of a high-dimensional covariance matrix with a block structure. The block model embeds a stru…