Examining the Commonality in Liquidity and Volatility Risk
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We estimate latent factor models of liquidity and volatility. Common liquidity and volatility factors are extracted using multiple liquidity and volatility measures. Additionally, a latent factor is extracted by aggregating across both liquidity and volatility resulting in what we call the common uncertainty factor. The underlying uncertainty factor is correlated with the individual and the common liquidity and volatility factors as well as returns. We find that the underlying uncertainty risk factor is significantly priced in the cross section of expected returns, while the risks associated solely with liquidity and volatility are not suggesting that liquidity risk and volatility risk in stocks are related and should not be considered separately.
Abstract
We estimate latent factor models of liquidity and volatility. Common liquidity and volatility factors are extracted using multiple liquidity and volatility measures. Additionally, a latent factor is extracted by aggregating across both liquidity and volatility resulting in what we call the common uncertainty factor. The underlying uncertainty factor is correlated with the individual and the common liquidity and volatility factors as well as returns. We find that the underlying uncertainty risk factor is significantly priced in the cross section of expected returns, while the risks associated solely with liquidity and volatility are not suggesting that liquidity risk and volatility risk in stocks are related and should not be considered separately.
참고문헌 (25)
- Acharya, V. V., "Asset pricing with liquidity risk", Journal of Financial Economics, 77, pp.375~410 (2005)
- Adrian, T., "Stock returns and volatility : pricing the shortrun and long-run components of market risk", Journal of Finance, 63, pp.2997~3030 (2008)
- Amihud, Y., "Illiquidity and stock returns : cross-section and time-series effects", Journal of Financial Markets, 5, pp.31~56 (2002)
- Ang, A., "The cross section of volatility and expected returns", Journal of Finance, 51, pp.259~299 (2006)
- The joint pricing of volatility and liquidity, "Bandi, F. M.", ~ (2008)
- Carhart, M. M., "On persistence in mutual fund performance", Journal of Finance, 52, pp.57~82 (1997)
- Pervasive liquidity risk and asset pricing, "Chen, J.", ~ (2005)
- Chordia, T., "Commonality in liquidity", Journal of Financial Economics, 56, pp.3~28 (2000)
- Connor, G., "Performance measurement with the arbitrage pricing theory : a new framework for analysis", Journal of Financial Economics, 15, pp.323~346 (1986)
- Estimating pervasive economic factors with missing observations, "Connor, G.", ~ (1987)
- Pervasive liquiidty risk, "Eckbo, B. E.", NBER, ~ (2002)
- Fama, E. F., "The cross-section of expected returns", Journal of Finance, 48, pp.427~465 (1992)
- Fama, E. F., "Common risk factors in the returns on stocks and bonds", Journal of Financial Economics, 33, pp.3~56 (1993)
- Fama, E. F., "Risk, return and equilibrium : empirical tests", Journal of Political Economy, 81, pp.607~636 (1973)
- French, K. R., "Expected stock returns and volatility", Journal of Financial Economics, 19, pp.3~29 (1987)
- Garman, M. B., "On the estimation of security price volatilities from historical data", Journal of Business, 53, pp.67~78 (1980)
- Harris, L., "Statistical properties of the Roll serial covariance bid", ask spread estimator, 1990, pp.45, 579~590
- Hasbrouck, J., "Common factor in prices, order flows, and liquidity", Journal of Financial Economics, 59, pp.383~411 (2001)
- Korajczyk, R. A., "Pricing the commonality across alternative measures of liquidity", Journal of Financial Economics, 87, pp.45~72 (2008)
- Stochastic volatility risk and the size anomaly, "Moise, C. E.", ~ (2007)
- Næs, R., "Stock market liquidity and the business cycle", Journal of Finance, 66, pp.139~176 (2011)
- Newey, W., "A simple, positive-definite, heteroscedasticity and autocorrelation consistent covariance matrix", Econometrica, 55, pp.703~708 (1987)
- P´astor, ˘ L., "Liquidity risk and expected stock returns", Journal of Political Economy, 111, pp.642~685 (2003)
- Roll, R., "A simple implicit measure of the effective bid-ask spread in an efficient market", Journal of Finance, 39, pp.1127~1139 (1984)
- Sadka, R., "Momentum and post-earnings announcement drift anomalies : the role of liquidity risk", Journal of Financial Economics, 80, pp.309~349 (2006)
