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The Forecast Performance of Competing Implied Volatility Measures: The Case of Individual Stocks Author info | Abstract | Publisher info | Download info | Related research | Statistics Tsiaras, Leonidas () (Department of Business Studies, Aarhus School of Business)
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This study examines the information content of alternative implied volatility measures for the 30 components of the Dow Jones Industrial Average Index from 1996 until 2007. Along with the popular Black-Scholes and "model-free" implied volatility expectations, the recently proposed corridor implied volatility (CIV) measures are explored. For all pair-wise comparisons, it is found that a CIV measure that is closely related to the model-free implied volatility, nearly always delivers the most accurate forecasts for the majority of the firms. This finding remains consistent for different forecast horizons, volatility definitions, loss functions and forecast evaluation settings.
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Paper provided by University of Aarhus, Aarhus School of Business, Department of Business Studies in its series Finance Research Group Working Papers with number
F-2009-02.
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Length: 37 pages
Date of creation: 19 Mar 2009Date of revision:
Handle: RePEc:hhb:aarbfi:2009-02Contact details of provider: Postal: The Aarhus School of Business, Fuglesangs Allé 4, DK-8210 Aarhus V, Denmark Fax: + 45 86 15 19 43 Web page: http://www.asb.dk/about/departments/bs.aspx More information through EDIRC
For technical questions regarding this item, or to correct its listing, contact: (Helle Vinbaek Stenholt).
Keywords: No keywords ; This paper has been announced in the following NEP Reports :
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.: 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)
Torben G. Andersen & Tim Bollerslev & Nour Meddahi, 2005.
"Correcting the Errors: Volatility Forecast Evaluation Using High-Frequency Data and Realized Volatilities ,"
Econometrica ,
Econometric Society, vol. 73(1), pages 279-296, 01.
[Downloadable!] (restricted)
Ole E. Barndorff-Nielsen & Peter Reinhard Hansen & Asger Lunde & Neil Shephard, 2008.
"Multivariate realised kernels: consistent positive semi-definite estimators of the covariation of equity prices with noise and non-synchronous trading ,"
OFRC Working Papers Series
2008fe29, Oxford Financial Research Centre.
[Downloadable!]
Other versions:
Ole E. Barndorff-Nielsen & Peter Reinhard Hansen & Asger Lunde & Neil Shephard, 2008.
"Multivariate realised kernels: consistent positive semin-definite estimators of the covariation of equity prices with noise and non-synchronous trading ,"
Economics Series Working Papers
397, University of Oxford, Department of Economics.
[Downloadable!] Ole E. Barndorff-Nielsen & Peter Reinhard Hansen & Asger Lunde & Neil Shephard, 2009.
"Multivariate Realised Kernels: Consistent Positive Semi-Definite Estimators of the Covariation of Equity Prices with Noise and Non-Synchronous Trading ,"
Global COE Hi-Stat Discussion Paper Series
gd08-037, Institute of Economic Research, Hitotsubashi University.
[Downloadable!] Ole E. Barndorff-Nielsen & Peter Reinhard Hansen & Asger Lunde & Neil Shephard, 2008.
"Multivariate realised kernels: consistent positive semi-definite estimators of the covariation of equity prices with noise and non-synchronous trading ,"
CREATES Research Papers
2008-63, School of Economics and Management, University of Aarhus.
[Downloadable!] Ole E. Barndorff-Nielsen & Peter Reinhard Hansen & Asger Lunde & Neil Shephard, 2008.
"Multivariate realised kernels: consistent positive semi-definite estimators of the covariation of equity prices with noise and non-synchronous trading ,"
Economics Papers
2008-W10, Economics Group, Nuffield College, University of Oxford.
[Downloadable!] Christensen, B. J. & Prabhala, N. R., 1998.
"The relation between implied and realized volatility1 ,"
Journal of Financial Economics ,
Elsevier, vol. 50(2), pages 125-150, November.
[Downloadable!] (restricted)
Hansen, Peter Reinhard & Lunde, Asger, 2006.
"Consistent ranking of volatility models ,"
Journal of Econometrics ,
Elsevier, vol. 131(1-2), pages 97-121.
[Downloadable!] (restricted)
Andrew J. Patton & Kevin Sheppard, 2008.
"Evaluating Volatility and Correlation Forecasts ,"
OFRC Working Papers Series
2008fe22, Oxford Financial Research Centre.
[Downloadable!]
Ross, Stephen A, 1976.
"Options and Efficiency ,"
The Quarterly Journal of Economics ,
MIT Press, vol. 90(1), pages 75-89, February.
[Downloadable!] (restricted)
Peter Reinhard Hansen & Asger Lunde, 2005.
"A Realized Variance for the Whole Day Based on Intermittent High-Frequency Data ,"
Journal of Financial Econometrics ,
Oxford University Press, vol. 3(4), pages 525-554.
[Downloadable!] (restricted)
Bliss, Robert R. & Panigirtzoglou, Nikolaos, 2002.
"Testing the stability of implied probability density functions ,"
Journal of Banking & Finance ,
Elsevier, vol. 26(2-3), pages 381-422, March.
[Downloadable!] (restricted)
Canina, Linda & Figlewski, Stephen, 1993.
"The Informational Content of Implied Volatility ,"
Review of Financial Studies ,
Oxford University Press for Society for Financial Studies, vol. 6(3), pages 659-81.
[Downloadable!] (restricted)
Latane, Henry A & Rendleman, Richard J, Jr, 1976.
"Standard Deviations of Stock Price Ratios Implied in Option Prices ,"
Journal of Finance ,
American Finance Association, vol. 31(2), pages 369-81, May.
[Downloadable!] (restricted)
Tim Bollerslev & Michael Gibson & Hao Zhou, 2004.
"Dynamic estimation of volatility risk premia and investor risk aversion from option-implied and realized volatilities ,"
Finance and Economics Discussion Series
2004-56, Board of Governors of the Federal Reserve System (U.S.).
[Downloadable!]
Other versions: 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)
West, Kenneth D, 1996.
"Asymptotic Inference about Predictive Ability ,"
Econometrica ,
Econometric Society, vol. 64(5), pages 1067-84, September.
[Downloadable!] (restricted)
Other versions: Andrew Patton, 2006.
"Volatility Forecast Comparison using Imperfect Volatility Proxies ,"
Research Paper Series
175, Quantitative Finance Research Centre, University of Technology, Sydney.
[Downloadable!]
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.
George J. Jiang & Yisong S. Tian, 2005.
"The Model-Free Implied Volatility and Its Information Content ,"
Review of Financial Studies ,
Oxford University Press for Society for Financial Studies, vol. 18(4), pages 1305-1342.
[Downloadable!] (restricted)
Diebold, Francis X & Mariano, Roberto S, 1995.
"Comparing Predictive Accuracy ,"
Journal of Business & Economic Statistics ,
American Statistical Association, vol. 13(3), pages 253-63, July.
Other versions:
Francis X. Diebold & Robert S. Mariano, 1994.
"Comparing Predictive Accuracy ,"
NBER Technical Working Papers
0169, National Bureau of Economic Research, Inc.
[Downloadable!] (restricted) Diebold, Francis X & Mariano, Roberto S, 2002.
"Comparing Predictive Accuracy ,"
Journal of Business & Economic Statistics ,
American Statistical Association, vol. 20(1), pages 134-44, January.
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