Before revision:  Motivated by this stylized fact, we develop a novel framework which exploits the factor structure of forecast errors and the sparsity in the precision matrix of the idiosyncratic components of the forecast errors.
After revision:  Motivated by this stylized fact, we develop a novel framework which exploits the factor structure of forecast errors and the sparsity of the precision matrix of the idiosyncratic components of the forecast errors.