We use an asset pricing approach to compare the effects of expected liquidity and liquidity risk on expected U.S. corporate bond returns. Liquidity measures are constructed for bond portfolios using a Bayesian approach to estimate Roll's measure. The results show that expected bond liquidity and...

We use an asset pricing approach to compare the effects of expected liquidity and liquidity risk on expected U.S. corporate bond returns. Liquidity measures are constructed for bond portfolios using a Bayesian approach to estimate Roll's measure. The results show that expected bond liquidity and...

We propose a new approach to measuring informed trading in individual securities based on a portfolio optimization model for investors facing information and liquidity shocks. These shocks induce speculative and liquidity-motivated order flow, taking into account the price impact of trading. The...

We propose a portfolio optimization approach to identifying private information. In our model, investors are exposed to liquidity and private information shocks and optimize their trading across stocks taking into account price impact (Kyle's Lambda). We obtain a very simple expression for a...

We model endogenous technology adoption and competition among liquidity providers with access to High-Frequency Trading (HFT) technology. HFT technology provides speed and informational advantages. Information advantages may restore excessively toxic markets. Speed technology may reduce resource...

We analyze the likelihood of arms race behavior in markets with liquidity provision by HFTs. Liquidity providers (makers) and liquidity consumers (takers) make costly investments in monitoring speed. Competition among makers and takers induces arms race behavior. However, trade success...

This paper examines whether the risk of future collateral fire sales affects lending decisions. We study US mortgage applications and exploit exogenous variation in foreclosure frictions for identification. We find that lenders are less likely to approve mortgages when anticipated losses due to...