Structural Inference in Sparse High-Dimensional Vector Autoregressions

Jonas Krampe, Efstathios Paparoditis, Carsten Trenkler

We consider statistical inference for impulse responses in sparse, structural high-dimensional vector autoregressive (SVAR) systems. We introduce consistent estimators of impulse r…