We construct the five factors in Fama and French (FF, 2015) and the four factors in Hou, Xue, and Zhang (HXZ, 2015) for the Chinese stock market. Our objective is to identify a parsimonious factor model that builds on these factors and provides an adequate explanation for time-series and...

The Split Share Structure Reform in China offers a unique opportunity to test whether the supply of tradable shares (i.e. float) has a significant impact on the degree of speculation. After firms completed the reform, their float increased by 31% on average, while turnover and trading volume...

This paper provides new evidence concerning the probability of informed trading (PIN) and the PIN-return relationship. We take measures to overcome known estimation biases and improve the quality of quarterly PIN estimates. We use the average of a firm's PIN estimates in four consecutive...

We investigate whether and how information about one stock’s future volatility is transferred to other related stocks along the supply chain. The supply chain setting offers an ideal setting to study the effect of cross-firm volatility information transfer because customers and suppliers are...

This paper shows that the cross-sectional and time series momentum in currencies, which cannot be explained by carry and dollar factors, summarize the autocorrelation of these factors. These momentum strategies long currency factors following positive factor returns and short them following...

Recent studies find that transactions volume and volatility spread of exchange-traded single-stock options predict the underlying stock’s future returns. Most of the firms with exchange-traded options have large market capitalization and are actively traded. It is a puzzle why it takes days...

China is the largest emerging market and attracts a great deal of attention from investors and researchers worldwide. The Fama-French three-factor model is the outcome of decades of research on U.S. stock returns. To what extent the three factors explain the variation in Chinese stock returns is...

Intangible capital has become an increasingly important factor for production in the knowledge economy. We use a large sample of U.S. firms and their major customers to test whether the presence of socially responsible customers can have an influence on suppliers' intangible capital investment...

This study employs a non-parametric approach to investigate the volatility risk premium in the over-the-counter currency option market. Using a large database of daily delta-neutral straddle quotes in four major currencies - the British pound, the euro, the Japanese yen, and the Swiss franc - we...

We propose a method to overcome a bias in the estimate of the probability of informed trading (PIN). This bias arises when the numerical maximization procedure generates corner solutions. We analyze the PIN estimates for about 80,000 stock-quarter pairs between 1993 and 2004, and observe a...