Using monthly and quarterly cross-sectional dispersion in firm level earnings news as a proxy for investor uncertainty about the implications of current aggregate earnings for future discount rates, I find that higher investor uncertainty leads to a lower stock market reaction to aggregate...

The literature on ‘cash flow' or ‘earnings' beta is theoretically well-motivated in its use of fundamentals, instead of returns, to measure systematic risk. However, empirical measures of earnings beta based on either log-linearizing the return equation or log-linearizing the clean-surplus...

We quantify firm heterogeneity in skill returns and present direct evidence of worker–firm complementarities. Within a model of firms' demand for cognitive and noncognitive attributes we show that identification depends on the availability of skill measures. Linking administrative data to test...

We propose a framework that allows a portfolio manager to quantify the probability of simultaneous losses in multiple assets of a collateral portfolio. Using this framework, we propose a methodology to conduct stress tests on the market value of the portfolio of collateral when undesirable...