Execution protocols for complex options orders allow market participants to execute multi-leg trades such as verticals, calendars, straddles, strangles, and others as a single trade at a net price. The costs to execute complex orders are significantly lower than the costs of simple orders. Part...

Complex options strategies figure prominently in discussions of the options market, but little is known about their frequency or why they are traded. We present a novel approach to group the legs of complex trades reported by OPRA into complex packages, and thus identify the strategies. We find...

We find that short sale costs eliminate the abnormal profits generated by asset pricing anomalies. While many anomalies persist out-of-sample, they cannot be profitably exploited due to stock borrow fees. Using a comprehensive sample of 162 anomalies, we show that the average of these long-short...

The inelastic markets hypothesis states that the aggregate stock market price elasticity of demand is small, implying that flows have large impacts on prices. We exploit demand shocks created as investor funds are frozen and unfrozen during Chinese IPOs to estimate the impact of demand shocks on...

The question of whether and to what extent option trading impacts underlying stock prices has been of interest since options began exchange-based trading in 1973. Recent research presents evidence of an informational channel through which option trading impacts stock prices by showing that...

The option implied volatility spread and skew predict stock returns. These variables also reflect the expected cost of borrowing stock to sell short. The stock borrowing fee implied from options prices predicts changes in quoted borrowing fees and stock returns; however, the volatility spread...

We use brokerage account records to study trading during the Chinese put warrants bubble and find evidence consistent with extrapolative theories of speculative asset price bubbles. We identify the event that started the bubble and show that investors engaged in a form of feedback trading based...

We examine the profitability of hedge fund equity short sales. We identify opening and closing trades by combining data on funds' transactions and holdings. Short sales covered within five trading days are highly profitable, but those kept open longer are not. Some of the profitability is due to...