Low-Rank Covariance Completion for Graph Quilting with Applications to Functional Connectivity

Andersen Chang, Lili Zheng, Genevera I. Allen

As a tool for estimating networks in high dimensions, graphical models are commonly applied to calcium imaging data to estimate functional neuronal connectivity, i.e. relationships…