“…This assessment of the d-SRI is independent of a binary crisis dating and helps to assess the economic loss given a crisis, rather than the probability of a crisis. First, we estimate local projection impulse responses, as proposed by Jordà (2005) and also used in Mian, Sufi, and Verner (2015) and Bridges, Jackson, and McGregor (2017), to quantify the information contained in the d-SRI about the average path of future real GDP growth. Second, we estimate quantile regression impulse responses in order to isolate the predictive power of the d-SRI on the left tail of the conditional GDP growth distribution at various prediction horizons.…”