Finite-Sample Bounds

Regularized Estimation of High-dimensional Factor-Augmented Vector Autoregressive (FAVAR) Models

A factor-augmented vector autoregressive (FAVAR) model is defined by a VAR equation that captures lead-lag correlations amongst a set of observed variables X and latent factors F , and a calibration equation that relates another set of observed …