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The Effect of Long Memory in Volatility on Stock Market Fluctuations Author info | Abstract | Publisher info | Download info | Related research | Statistics Bent Jesper Christensen (University of Aarhus and CREATES)
Morten Ørregaard Nielsen (Cornell University and CREATES)
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Recent empirical evidence demonstrates the presence of an important long-memory component in realized asset return volatility. We specify and estimate multivariate models for the joint dynamics of stock returns and volatility that allow for long memory in volatility without imposing this property on returns. Asset pricing theory imposes testable cross-equation restrictions on the system that are not rejected in our preferred specifications, which include a strong financial leverage effect. We show that the impact of volatility shocks on stock prices is small and short lived, in spite of a positive risk-return tradeoff and long memory in volatility. Copyright by the President and Fellows of Harvard College and the Massachusetts Institute of Technology.
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Article provided by MIT Press in its journal The Review of Economics and Statistics .
Volume (Year): 89 (2007)
Issue (Month): 4 (05)
Pages: 684-700
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Handle: RePEc:tpr:restat:v:89:y:2007:i:4:p:684-700Contact details of provider: Web page: http://mitpress.mit.edu/journals/
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References listed on IDEAS Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile , click on "citations" and make appropriate adjustments.: Bollerslev, Tim & Engle, Robert F & Wooldridge, Jeffrey M, 1988.
"A Capital Asset Pricing Model with Time-Varying Covariances ,"
Journal of Political Economy ,
University of Chicago Press, vol. 96(1), pages 116-31, February.
[Downloadable!] (restricted)
Mark Britten-Jones & Anthony Neuberger, 2000.
"Option Prices, Implied Price Processes, and Stochastic Volatility ,"
Journal of Finance ,
American Finance Association, vol. 55(2), pages 839-866, 04.
[Downloadable!] (restricted)
Bandi, Federico M. & Russell, Jeffrey R., 2006.
"Separating microstructure noise from volatility ,"
Journal of Financial Economics ,
Elsevier, vol. 79(3), pages 655-692, March.
[Downloadable!] (restricted)
Sowell, Fallaw, 1992.
"Maximum likelihood estimation of stationary univariate fractionally integrated time series models ,"
Journal of Econometrics ,
Elsevier, vol. 53(1-3), pages 165-188.
[Downloadable!] (restricted)
Granger, Clive W. J. & Ding, Zhuanxin, 1996.
"Varieties of long memory models ,"
Journal of Econometrics ,
Elsevier, vol. 73(1), pages 61-77, July.
[Downloadable!] (restricted)
Other versions: Ray Chou & Robert F. Engle & Alex Kane, 1991.
"Measuring Risk Aversion From Excess Returns on a Stock Index ,"
NBER Working Papers
3643, National Bureau of Economic Research, Inc.
[Downloadable!] (restricted)
Campbell, John Y. & Hentschel, Ludger, 1992.
"No news is good news *1: An asymmetric model of changing volatility in stock returns ,"
Journal of Financial Economics ,
Elsevier, vol. 31(3), pages 281-318, June.
[Downloadable!] (restricted)
Other versions: Merton, Robert C, 1973.
"An Intertemporal Capital Asset Pricing Model ,"
Econometrica ,
Econometric Society, vol. 41(5), pages 867-87, September.
[Downloadable!] (restricted)
French, Kenneth R. & Schwert, G. William & Stambaugh, Robert F., 1987.
"Expected stock returns and volatility ,"
Journal of Financial Economics ,
Elsevier, vol. 19(1), pages 3-29, September.
[Downloadable!] (restricted)
Schwert, G William, 1989.
" Why Does Stock Market Volatility Change over Time? ,"
Journal of Finance ,
American Finance Association, vol. 44(5), pages 1115-53, December.
[Downloadable!] (restricted)
Other versions: Muller, Ulrich A. & Dacorogna, Michel M. & Olsen, Richard B. & Pictet, Olivier V. & Schwarz, Matthias & Morgenegg, Claude, 1990.
"Statistical study of foreign exchange rates, empirical evidence of a price change scaling law, and intraday analysis ,"
Journal of Banking & Finance ,
Elsevier, vol. 14(6), pages 1189-1208, December.
[Downloadable!] (restricted)
Engle, Robert F & Ng, Victor K, 1993.
" Measuring and Testing the Impact of News on Volatility ,"
Journal of Finance ,
American Finance Association, vol. 48(5), pages 1749-78, December.
[Downloadable!] (restricted)
Other versions: Brandt, Michael W. & Kang, Qiang, 2004.
"On the relationship between the conditional mean and volatility of stock returns: A latent VAR approach ,"
Journal of Financial Economics ,
Elsevier, vol. 72(2), pages 217-257, May.
[Downloadable!] (restricted)
Oomen, Roel C.A., 2006.
"Properties of Realized Variance Under Alternative Sampling Schemes ,"
Journal of Business & Economic Statistics ,
American Statistical Association, vol. 24, pages 219-237, April.
[Downloadable!] (restricted)
Crato, Nuno & de Lima, Pedro J. F., 1994.
"Long-range dependence in the conditional variance of stock returns ,"
Economics Letters ,
Elsevier, vol. 45(3), pages 281-285.
[Downloadable!] (restricted)
Baillie, Richard T., 1996.
"Long memory processes and fractional integration in econometrics ,"
Journal of Econometrics ,
Elsevier, vol. 73(1), pages 5-59, July.
[Downloadable!] (restricted)
Christensen, Bent Jesper & Nielsen, Morten Orregaard, 2006.
"Asymptotic normality of narrow-band least squares in the stationary fractional cointegration model and volatility forecasting ,"
Journal of Econometrics ,
Elsevier, vol. 133(1), pages 343-371, July.
[Downloadable!] (restricted)
Barucci, Emilio & Reno, Roberto, 2002.
"On measuring volatility and the GARCH forecasting performance ,"
Journal of International Financial Markets, Institutions and Money ,
Elsevier, vol. 12(3), pages 183-200, July.
[Downloadable!] (restricted)
Poterba, James M & Summers, Lawrence H, 1986.
"The Persistence of Volatility and Stock Market Fluctuations ,"
American Economic Review ,
American Economic Association, vol. 76(5), pages 1142-51, December.
[Downloadable!] (restricted)
Other versions: Ole E. Barndorff-Nielsen & Shephard, 2002.
"Econometric analysis of realized volatility and its use in estimating stochastic volatility models ,"
Journal Of The Royal Statistical Society Series B ,
Royal Statistical Society, vol. 64(2), pages 253-280.
[Downloadable!] (restricted)
Other versions:
Neil Shephard & Ole Barndorff-Nielsen, 2001.
"Econometric Analysis of Realised Volatility and Its Use in Estimating Stochastic Volatility Models ,"
Economics Series Working Papers
071, University of Oxford, Department of Economics.
[Downloadable!] Ole E. Barndorff-Nielsen & Neil Shephard, 2000.
"Econometric analysis of realised volatility and its use in estimating stochastic volatility models ,"
Economics Papers
2001-W4, Economics Group, Nuffield College, University of Oxford, revised 05 Jul 2001.
[Downloadable!] Francis X. Diebold & Atsushi Inoue, 2000.
"Long Memory and Regime Switching ,"
NBER Technical Working Papers
0264, National Bureau of Economic Research, Inc.
[Downloadable!] (restricted)
Other versions: Dacorogna, Michael M. & Muller, Ulrich A. & Nagler, Robert J. & Olsen, Richard B. & Pictet, Olivier V., 1993.
"A geographical model for the daily and weekly seasonal volatility in the foreign exchange market ,"
Journal of International Money and Finance ,
Elsevier, vol. 12(4), pages 413-438, August.
[Downloadable!] (restricted)
Baillie, Richard T. & Bollerslev, Tim & Mikkelsen, Hans Ole, 1996.
"Fractionally integrated generalized autoregressive conditional heteroskedasticity ,"
Journal of Econometrics ,
Elsevier, vol. 74(1), pages 3-30, September.
[Downloadable!] (restricted)
Chou, Ray Yeutien, 1988.
"Volatility Persistence and Stock Valuations: Some Empirical Evidence Using Garch ,"
Journal of Applied Econometrics ,
John Wiley & Sons, Ltd., vol. 3(4), pages 279-94, October-D.
[Downloadable!] (restricted)
Torben G. Andersen & Tim Bollerslev & Francis X. Diebold & Clara Vega, 2003.
"Real-Time Price Discovery in Stock, Bond and Foreign Exchange Markets ,"
PIER Working Paper Archive
04-028, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania, revised 28 Jun 2004.
[Downloadable!]
Other versions: Peter M Robinson, 2001.
"The Memory of Stochastic Volatility Models ,"
STICERD - Econometrics Paper Series
/2001/410, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
[Downloadable!]
Other versions: Lobato, Ignacio N & Velasco, Carlos, 2000.
"Long Memory in Stock-Market Trading Volume ,"
Journal of Business & Economic Statistics ,
American Statistical Association, vol. 18(4), pages 410-27, October.
Paul Harrison & Harold H. Zhang, 1999.
"An Investigation Of The Risk And Return Relation At Long Horizons ,"
The Review of Economics and Statistics ,
MIT Press, vol. 81(3), pages 399-408, August.
[Downloadable!] (restricted)
Breidt, F. Jay & Crato, Nuno & de Lima, Pedro, 1998.
"The detection and estimation of long memory in stochastic volatility ,"
Journal of Econometrics ,
Elsevier, vol. 83(1-2), pages 325-348.
[Downloadable!] (restricted)
Andersen, Torben G & Bollerslev, Tim, 1998.
"Answering the Skeptics: Yes, Standard Volatility Models Do Provide Accurate Forecasts ,"
International Economic Review ,
Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(4), pages 885-905, November.
Yu, Jun, 2005.
"On leverage in a stochastic volatility model ,"
Journal of Econometrics ,
Elsevier, vol. 127(2), pages 165-178, August.
[Downloadable!] (restricted)
Other versions:
Jun Yu, 2004.
"On Leverage in a Stochastic Volatility Model ,"
Econometric Society 2004 Far Eastern Meetings
506, Econometric Society.
Jun Yu, 2004.
"On leverage in a stochastic volatility model ,"
Econometric Society 2004 Far Eastern Meetings
497, Econometric Society.
Jun Yu, 2004.
"On Leverage in a Stochastic Volatility Model ,"
Working Papers
13-2004, Singapore Management University, School of Economics.
[Downloadable!] Hansen, Peter R. & Lunde, Asger, 2006.
"Realized Variance and Market Microstructure Noise ,"
Journal of Business & Economic Statistics ,
American Statistical Association, vol. 24, pages 127-161, April.
[Downloadable!] (restricted)
Roel C. A. Oomen, 2005.
"Properties of Bias-Corrected Realized Variance Under Alternative Sampling Schemes ,"
Journal of Financial Econometrics ,
Oxford University Press, vol. 3(4), pages 555-577.
[Downloadable!] (restricted)
Backus, David K & Gregory, Allan W, 1993.
"Theoretical Relations between Risk Premiums and Conditional Variances ,"
Journal of Business & Economic Statistics ,
American Statistical Association, vol. 11(2), pages 177-85, April.
Other versions: Andrew Ang & Robert J. Hodrick & Yuhang Xing & Xiaoyan Zhang, 2006.
"The Cross-Section of Volatility and Expected Returns ,"
Journal of Finance ,
American Finance Association, vol. 61(1), pages 259-299, 02.
[Downloadable!] (restricted)
Other versions:
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references Cited by : (explanations , Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile , click on "citations" and make appropriate adjustments.)
Christian Conrad & Menelaos Karanasos & Ning Zeng, 2008.
"Multivariate Fractionally Integrated APARCH Modeling of Stock Market Volatility: A multi-country study ,"
Working Papers
0472, University of Heidelberg, Department of Economics, revised Jul 2008.
[Downloadable!]
Jie Zhu, 2008.
"FIEGARCH-M and and International Crises: A Cross-Country Analysis ,"
CREATES Research Papers
2008-16, School of Economics and Management, University of Aarhus.
[Downloadable!]
Bent Jesper Christensen & Christian M. Dahl & Emma M. Iglesias, 2008.
"Semiparametric Inference in a GARCH-in-Mean Model ,"
CREATES Research Papers
2008-46, School of Economics and Management, University of Aarhus.
[Downloadable!]
Bent Jesper Christensen & Morten Ørregaard Nielsen & Jie Zhu, 2007.
"Long Memory in Stock Market Volatility and the Volatility-in-Mean Effect: The FIEGARCH-M Model ,"
CREATES Research Papers
2007-10, School of Economics and Management, University of Aarhus.
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