Structural Discovery with Partial Ordering Information for Time-Dependent Data with Convergence Guarantees

Jiahe Lin, Huitian Lei, George Michailidis

Structural discovery amongst a set of variables is of interest in both static and dynamic settings. In the presence of lead-lag dependencies in the data, the dynamics of the system…