This paper uses the methods of error correction and common factor analysis to estimate the contribution of locals (market makers who may participate directly by trading for their own account) and non‐local traders to price discovery on the floor of the Chicago Board of Trade (CBOT) and the...

Like many countries, the U.S. is concerned that short selling might destabilize markets. Currently, U.S. SEC Rule 201 restricts short selling for stocks that decline 10 percent from the previous day's closing price. Historically, the U.S. has implemented both an uptick rule and a downtick rule...

Modern equity markets have both fast traders such as dealers, market makers, and high frequency traders and slow traders such as retail clients. We model and show empirically that latency differences allow fast liquidity suppliers to pick off slow liquidity demanders at prices inferior to the...

We investigate the information content of the limit order book (LOB) on the Tokyo Stock Exchange, the world's second largest order-driven market. We find that high frequency microstructure parameters, such as the current cost-to-trade 1% of average daily volume and LOB slope, contain information...

It is found that insiders are more likely to trade on high volume days, which indicates an effort to hide their trades. Further, insider trading raises the number of days with abnormally high trading volume only slightly, again indicating that insiders are avoiding attracting attention. No...

We analyze and compare the information quality of order flows on the exchange and on off-exchange venues reported to Trade Reporting Facilities. Compared to exchange order flow, we find that off-exchange order flow has significantly lower information quality, including a lower information ratio...

We test the invariance-of-bet hypothesis from Kyle and Obizhaeva (2016) for the Tokyo Stock Exchange. The pooled regression coefficients of log of the number of trades on log of trading activities range from 0.586 to 0.679, close to the theoretical value of two-thirds predicted by the...

We investigate the information content of the limit order book (LOB) on the Tokyo Stock Exchange, the world's second largest order-driven exchange1. Microstructure parameters, such as the current cost-to-trade 1% of average daily volume and order book slope, consistently and significantly...

In November 2008, the Federal Reserve announced the first of a series of unconventional monetary policies, which would include asset purchases and forward guidance, to reduce long-term interest rates. We investigate the behavior of shorts, considered sophisticated investors, before and after a...

During the Flash Crash on May 6, 2010, a short period of high stock market volatility, some stock prices declined to $0.01, while others increased to $100,000. Examining Intermarket Sweep Orders (ISO) before, on, and after May 6, we find that ISO use is substantially higher on May 6. For those...