We study the performance of equity styles during the period around the Spanish Flu pandemic of 1918-1919 and other deep historical market corrections to gain a deeper understanding on the performance of different groups of stocks during crises. We extend the widely used CRSP database with...

We study the cross-section of stock returns using a novel constructed database of U.S. stocks covering 61 years of additional and independent data. Our database contains data on stock prices, dividends and hand-collected market capitalizations for 1,488 major stocks between 1866-1926. Results...

The mean-semivariance CAPM strongly outperforms the traditional mean-variance CAPM in terms of its ability to explain the cross-section of US stock returns. If regular beta is replaced by downside beta, the traditional risk-return relationship is restored. The downside betas of low-beta stocks...