We reexamine the time-series properties and determinants of the relation between aggregate earnings and returns (earnings response coefficient, ERC) employing return decompositions with longer historical data. We find that aggregate ERC is time-varying, above and beyond the evidence documented...

We investigate whether market makers with inventory concerns are compensated with subsequent monthly returns in the cross-section. We find a significant negative relation between order flows and monthly returns, “the order flow effect”, suggesting that market makers lower prices for stocks...

We re-examine the relation between stock returns and exchange rate changes in five major European countries (France, Germany, Italy, Switzerland, and the UK), the USA, Canada, and Japan by taking into account dynamic effects, including lagged changes of variables, and employing causal relations....

We consider which readily observable characteristics of individual stocks (e.g., option implied volatility, accounting data, analyst data) may be used to forecast subsequent extreme price movements. We are the first to explicitly consider the predictive influence of option implied volatility in...

Recent evidence (Stambaugh, Yu, and Yuan, 2015) indicates that the most promising explanation for the negative price of idiosyncratic volatility is from its function as a limit arbitrage. Our evidence incorporating firm specific news is inconsistent with the limited arbitrage explanation. Since...

We examine the information contained in option trading and short selling using a dynamic VAR model. First, we address whether options and shorts are complements or substitutes. Contrary to existing event studies around option listing introductions, we show short selling and options trading are...