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Stochastic Volatility Author info | Abstract | Publisher info | Download info | Related research | Statistics Ghysels, E.
Harvey, A.
Renault, E.
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This paper prepared for the Handbook of Statistics (Vol.14: "Statistical Methods in Finance"), surveys the subject of stochastic volatility. The following subjects are covered: volatility in financial markets (instantaneous volatility of asset returns, implied volatilities in option prices and related stylized facts), statistical modelling in discrete and continuous time and, finally, statistical inference (methods of moments, quasi-maximum likelihood, likelihood- based and bayesian methods and indirect inference).
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Paper provided by Centre interuniversitaire de recherche en économie quantitative, CIREQ in its series Cahiers de recherche with number
9613.
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Length: 68 pages
Date of creation: 1996Date of revision:
Handle: RePEc:mtl:montec:9613Contact details of provider: Postal: C.P. 6128, Succ. centre-ville, Montr�al (PQ) H3C 3J7 Phone: (514) 343-6557 Fax: (514) 343-5831 Email: Web page: http://www.cireq.umontreal.ca More information through EDIRC
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Keywords: FINANCIAL MARKET INTERNATIONAL FINANCE SHAREHOLDERS STATISTICS Other versions of this item:
Paper Ghysels, E. & Harvey, A. & Renault, E., 1996.
"Stochastic Volatility ,"
Cahiers de recherche
9613, Universite de Montreal, Departement de sciences economiques.
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Find related papers by JEL classification: C00 - Mathematical and Quantitative Methods - - General - - - General G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data) G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions G12 - Financial Economics - - General Financial Markets - - - Asset Pricing
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Aït-Sahalia, Yacine. & Bickel, Peter J. & Stoker, Thomas M., 1994.
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Campbell, John Y & Kyle, Albert S, 1993.
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Review of Economic Studies ,
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"Local Parametric Analysis of Hedging in Discrete Time ,"
Discussion Paper
23, Tilburg University, Center for Economic Research.
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Canina, Linda & Figlewski, Stephen, 1993.
"The Informational Content of Implied Volatility ,"
Review of Financial Studies ,
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Bollerslev, T. & Ghysels, E., 1994.
"Periodic Autoregressive Conditional Heteroskedasticity ,"
Cahiers de recherche
9408, Universite de Montreal, Departement de sciences economiques.
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Other versions:
Bollerslev, T. & Ghysels, E., 1994.
"Periodic Autoregressive Conditional Heteroskedasticity ,"
Cahiers de recherche
9408, Centre interuniversitaire de recherche en économie quantitative, CIREQ.
Bollerslev, Tim & Ghysels, Eric, 1996.
"Periodic Autoregressive Conditional Heteroscedasticity ,"
Journal of Business & Economic Statistics ,
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Bajeux, I. & Rochet, J.C., 1994.
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"The behavior of the volatility implicit in the prices of stock index options ,"
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Elsevier, vol. 22(1), pages 103-122, October.
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Campa, Jose Manuel & Chang, P H Kevin, 1995.
" Testing the Expectations Hypothesis on the Term Structure of Volatilities in Foreign Exchange Options ,"
Journal of Finance ,
American Finance Association, vol. 50(2), pages 529-47, June.
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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 ,
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Cox, John C. & Ross, Stephen A., 1976.
"The valuation of options for alternative stochastic processes ,"
Journal of Financial Economics ,
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Baillie, Richard T. & Bollerslev, Tim & Mikkelsen, Hans Ole, 1996.
"Fractionally integrated generalized autoregressive conditional heteroskedasticity ,"
Journal of Econometrics ,
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Andrews, Donald W K, 1993.
"Exactly Median-Unbiased Estimation of First Order Autoregressive/Unit Root Models ,"
Econometrica ,
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Black, Fischer & Scholes, Myron S, 1973.
"The Pricing of Options and Corporate Liabilities ,"
Journal of Political Economy ,
University of Chicago Press, vol. 81(3), pages 637-54, May-June.
[Downloadable!] (restricted)
Ghysels, E. & Harvey, A. & Renault, E., 1995.
"Stochastic Volatility ,"
Papers
95.400, Toulouse - GREMAQ.
Other versions:
Ghysels, E. & Harvey, A. & Renault, E., 1996.
"Stochastic Volatility ,"
Cahiers de recherche
9613, Centre interuniversitaire de recherche en économie quantitative, CIREQ.
Ghysels, E. & Harvey, A. & Renault, E., 1996.
"Stochastic Volatility ,"
Cahiers de recherche
9613, Universite de Montreal, Departement de sciences economiques.
[Downloadable!] Eric Ghysels & Andrew Harvey & Éric Renault, 1995.
"Stochastic Volatility ,"
CIRANO Working Papers
95s-49, CIRANO.
[Downloadable!] P. Bossaerts & C. Hafner & W. H"Ardle, .
"Foreign Exchange Rates Have Surprising Volatility ,"
Sonderforschungsbereich 373
1996-68, Humboldt Universitaet Berlin.
Comte, F. & Renault, E., 1993.
"Long Memory Continuous Time Models ,"
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9406, Institut National de la Statistique et des Etudes Economiques-.
Bollerslev, Tim & Ole Mikkelsen, Hans, 1996.
"Modeling and pricing long memory in stock market volatility ,"
Journal of Econometrics ,
Elsevier, vol. 73(1), pages 151-184, July.
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Beckers, Stan, 1981.
"Standard deviations implied in option prices as predictors of future stock price variability ,"
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Bollerslev, Tim, 1986.
"Generalized autoregressive conditional heteroskedasticity ,"
Journal of Econometrics ,
Elsevier, vol. 31(3), pages 307-327, April.
[Downloadable!] (restricted)
Danielsson, Jon, 1994.
"Stochastic volatility in asset prices estimation with simulated maximum likelihood ,"
Journal of Econometrics ,
Elsevier, vol. 64(1-2), pages 375-400.
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