A Permanent and Transitory Component Model of Stock Return Volatility
Gary G. J. Lee
University of California, San Diego (UCSD) - Department of Economics
Robert F. Engle
New York University - Leonard N. Stern School of Business - Department of Economics; New York University (NYU) - Department of Finance; National Bureau of Economic Research (NBER)
In this paper, we develop a statistical unobserved component model for stock market volatility. The volatility, which is measured by the conditional variance of stock returns, is decomposed into a permanent or long-run and a transitory or short-run component. The transitory component is mean- reverting towards the trend component. Analysis of US and Japanese stock data supports the decomposition and reinforce the common finding in the literature of persistent stock return volatility. The component model is successful in describing the effect of the "October 87 Crash" on stock volatility changes. We hypothesize that the leverage effect as discussed in Black (1976) and Christie (1982) is a short- run phenomenon in the stock market and there is no asymmetric structure of volatility in the long run. The data strongly supports this hypothesis for US and Japanese stock indices.
JEL Classification: G1working papers series
Date posted: December 27, 1998
© 2014 Social Science Electronic Publishing, Inc. All Rights Reserved.
This page was processed by apollo3 in 0.547 seconds