Empirical measures of world consumption growth risk have failed to rationalize the cross-section of country equity returns. We propose a new factor, termed "the global consumption factor", to explain the patterns in risk premiums on international equity markets. We identify this factor as the...

This paper investigates how the downside tail risk of stock returns is differentiated cross-sectionally. Stock returns follow heavy-tailed distributions with downside tail risk determined by the tail shape and scale. If safety-first investors are concerned with sufficiently large downside...

We examine the pricing of both aggregate jump and volatility risk in the cross-section of stock returns by constructing investable option trading strategies that load on one factor but are orthogonal to the other. Both aggregate jump and volatility risk help explain variation in expected...

We perform a comparative analysis of machine learning methods for the canonical problem of empirical asset pricing: measuring asset risk premia. We demonstrate large economic gains to investors using machine learning forecasts, in some cases doubling the performance of leading regression-based...

We derive a formula for the expected return on a stock in terms of the risk-neutral variance of the market and the stock's excess risk-neutral variance relative to the average stock. These quantities can be computed from index and stock option prices; the formula has no free parameters. The...

We systematically study the value of the information contained in closed-end fund (CEF) premiums. We parametrically estimate CEF expected returns as a function of the history of CEF premiums, in addition to the current premium, and buy the quintile of funds with the highest expected returns and...

We empirically identify stocks which make flows into mutual funds holding them more performance-sensitive, and show that fund managers dislike holding these stocks; these stocks earn positive abnormal returns of around 3.5% annually; and, the sensitivity premium has increased over time as the...

We quantify disagreement about the economy with ex-ante measures of divergence of opinion among economic forecasters and investigate if economic disagreement has a significant impact on the cross-sectional pricing of individual stocks. We find a significant disagreement premium of 7.2% per...

We investigate the pricing of market volatility risk as a risk factor – the innovation risk and as a characteristic risk – the level risk. We find that the pricing of the country-level (local) market volatility risk factor is not robust across 21 developed markets and that the global market...

We examine whether equity return dispersion, measured by the cross-sectional standard deviation of stock returns, is systematically priced in the cross-section of stock returns in China. We find that return dispersion carries a positive price of risk even after controlling for market, size,...