The distribution of realized stock return volatility
We examine "realized" daily equity return volatilities and correlations obtained from high-frequency intraday transaction prices on individual stocks in the Dow Jones Industrial Average. We find that the unconditional distributions of realized variances and covariances are highly right-skewed, while the realized logarithmic standard deviations and correlations are approximately Gaussian, as are the distributions of the returns scaled by realized standard deviations. Realized volatilities and correlations show strong temporal dependence and appear to be well described by long-memory processes. Finally, there is strong evidence that realized volatilities and correlations move together in a manner broadly consistent with latent factor structure. © 2001 Elsevier Science S.A.
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- Finance
- 3801 Applied economics
- 3502 Banking, finance and investment
- 1606 Political Science
- 1502 Banking, Finance and Investment
- 1402 Applied Economics
Citation
Published In
DOI
ISSN
Publication Date
Volume
Issue
Start / End Page
Related Subject Headings
- Finance
- 3801 Applied economics
- 3502 Banking, finance and investment
- 1606 Political Science
- 1502 Banking, Finance and Investment
- 1402 Applied Economics