We examine international stock return comovements using country-industry and country-style portfolios as the base portfolios. We first establish that parsimonious risk-based factor models capture the covariance structure of the data better than the popular Heston-Rouwenhorst (1994) model. We...

We examine how volatility risk, both at the aggregate market and individual stock level, is priced in the cross-section of expected stock returns. Stocks that have past high sensitivities to innovations in aggregate volatility have low average returns. We also find that stocks with past high...

Before 2009, the market average price earnings ratio of Chinese firms is significantly higher than that of the U.S. firms, while after 2009, the valuation gap reverses. Using data from 1995 to 2018, we examine the dynamics and sources of valuation differentials between comparable Chinese and...

This paper examines the specification errors of several asset pricing models using the methodology of Hansen and Jagannathan (1997) and a common data set. The models are the CAPM, the Consumption CAPM, the Jagannathan and Wang (1996) conditional CAPM, the Campbell (1996) dynamic asset pricing...

We construct a long daily panel of short sales using proprietary NYSE order data. During 2000-2004, shorting accounts for more than 12.9% of NYSE volume, suggesting that short-sale constraints are not widespread. As a group, these short sellers are quite well-informed. Heavily shorted stocks...

The predictability of stock returns has always been one of the core research questions in finance. This paper attempts to introduce machine learning method to answer whether stock returns are predictable in China. With 108 characteristics data in Chinese stock market from January 1997 to...

We examine aggregate idiosyncratic volatility in 23 developed equity markets, measured using various methodologies, and we find no evidence of upward trends when we extend the sample until 2008. Instead, idiosyncratic volatility appears to be well described by a stationary autoregressive process...