Sparse estimation of parameter support sets for generalized vector autoregressions by resampling and model aggregation

Trevor D. Ruiz, Sharmodeep Bhattacharyya, Sarah C. Emerson

The central problem we address in this work is estimation of the parameter support set S, the set of indices corresponding to nonzero parameters, in the context of a sparse paramet…