Using textual analysis for a large sample of analyst reports, we find that analysts are more likely to use a DCF model and to discuss more cash flow and discount rate information for firms with more uncertainty, especially under heightened aggregate economic uncertainty and bearish market...

"Although firm financial policies were affected by a credit contraction during the recent financial crisis, the impact of increased uncertainty and decreased growth opportunities was stronger than that of the credit contraction per se. From the start of the financial crisis (third quarter of...

From 1963 through 2015, idiosyncratic risk (IR) is high when market risk (MR) is high. We show that the positive relation between IR and MR is highly stable through time and is robust across exchanges, firm size, liquidity, and market-to-book groupings. Though stock liquidity affects the...