This paper examines the trading process outside of normal trading hours. Although after-hours trading volume is small, after-hours trades are more informative than trades during the day, and are associated with significant price discovery. Spread-related trading costs are also more than twice as...

Traditional microstructure models predict that market makers' inventory positions do not impact liquidity (the effective cost of trading). Models with limited market maker riskbearing capacity predict that larger inventories negatively impact overall liquidity and the effect is greater for more...

We analyze the contribution to price discovery of market and limit orders by high frequency traders (HFTs) and non-HFTs. While market orders have a larger individual price impact, limit orders are far more numerous. This results in price discovery occurring predominantly through limit orders....

We examine the impact on stock prices of a major upgrade to the New York Stock Exchange's trading environment. The upgrade was sequentially implemented across groups of stocks. The upgrade improved information dissemination on the trading floor and reduced the latency in reporting trades and...

This paper studies the ability of non-informational order imbalances (buy minus sell volume) to predict daily stock returns at the market level. Using a model with three types of participants (an informed trader, liquidity traders, and a finite number of arbitrageurs), we derive predictions...

We use an 11-year panel of daily specialist revenues on individual NYSE stocks to explore the relationship between market-maker revenues and liquidity. If market makers suffer substantial trading losses, lenders may respond by increasing funding costs or reducing credit lines, and market makers...

This paper studies the ability of non-informational order imbalances (buy minus sell volume) to predict daily stock returns at the market level. Using a model with three types of participants (an informed trader, liquidity traders, and a finite number of arbitrageurs), we derive predictions...

In response to a regulatory enforcement, the Island electronic communications network recently stopped displaying its limit order book in the three most active exchange-traded funds (ETFs). As a result of this reduction in pre-trade transparency, this dominant venue's share of trading activity...

All option trades must occur on exchanges, which typically offer auctions that improve prices over existing quotes. Wholesalers, that purchase orders from brokers, initiating auctions must be willing to trade at the existing best quote or better. For S&P500 stocks, auctions are 23% of options...

We study linkages between stock exchanges’ proprietary data sales and trading activity by analyzing the introduction of a new data product, New York Stock Exchange’s Integrated Feed (NYSE IF). Consistent with trading and information on trading being complements, firms that subscribed to NYSE...