We set out in this study is to investigate the impact of Google search volume on stock prices around periods of recommendation revision announcements made by securities firms in the Taiwan stock market. Our results reveal that for upgrade announcements, the Internet searches that are initiated...

This paper examines the hedging impact on the underlying stock market using a comprehensive dataset of covered warrants traded in the Taiwan Stock Exchange (TWSE). Since TWSE requires the warrant issuers to conduct dynamic hedging over the life of warrants, we can estimate the number of shares...

Using forward-looking information in the options market, we introduce a new method for better identifying systematic market risk as a predictor for the cross-section of stock returns. Empirical results show that there is a significantly positive relation between our option-implied beta and...

Given that both S&P 500 index and VIX options essentially contain information on the future dynamics of the S&P 500 index, in this study, we set out to empirically investigate the informational roles played by these two option markets with regard to the prediction of returns, volatility and...