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Volumn 13, Issue 2, 2006, Pages 203-230

Volatility estimation via hidden Markov models

Author keywords

Forecasting; GARCH; Markov chain; Stochastic volatility; SWARCH

Indexed keywords


EID: 33344465063     PISSN: 09275398     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jempfin.2005.09.003     Document Type: Article
Times cited : (33)

References (40)
  • 2
    • 0005880209 scopus 로고    scopus 로고
    • Answering the skeptics: Yes standard volatility models do provide accurate forecasts
    • T.G. Andersen T. Bollerslev Answering the skeptics: Yes standard volatility models do provide accurate forecasts International Economic Review 39 1998 885-905
    • (1998) International Economic Review , vol.39 , pp. 885-905
    • Andersen, T.G.1    Bollerslev, T.2
  • 3
    • 0000209591 scopus 로고
    • Optimal tests when a nuisance parameter is present only under the alternative
    • D.W.K. Andrews W. Ploberger Optimal tests when a nuisance parameter is present only under the alternative Econometrica 62 1994 1383-1414
    • (1994) Econometrica , vol.62 , pp. 1383-1414
    • Andrews, D.W.K.1    Ploberger, W.2
  • 5
  • 7
    • 85015692260 scopus 로고
    • The pricing of options and corporate liabilities
    • F. Black M. Scholes The pricing of options and corporate liabilities Journal of Political Economy 81 1973 637-654
    • (1973) Journal of Political Economy , vol.81 , pp. 637-654
    • Black, F.1    Scholes, M.2
  • 8
    • 0012676386 scopus 로고    scopus 로고
    • Forecasting S&P 100 volatility: The incremental information content of implied volatilities and high-frequency index returns
    • J.B. Blair S.H. Poon J. Taylor Forecasting S&P 100 volatility: The incremental information content of implied volatilities and high-frequency index returns Journal of Econometrics 105 2001 5-26
    • (2001) Journal of Econometrics , vol.105 , pp. 5-26
    • Blair, J.B.1    Poon, S.H.2    Taylor, J.3
  • 9
    • 42449156579 scopus 로고
    • Generalized autoregressive conditional heteroskedasticity
    • T. Bollerslev Generalized autoregressive conditional heteroskedasticity Journal of Econometrics 31 1986 307-327
    • (1986) Journal of Econometrics , vol.31 , pp. 307-327
    • Bollerslev, T.1
  • 10
    • 0000375581 scopus 로고
    • A conditionally heteroskedastic time series model for speculative prices and rates of return
    • T. Bollerslev A conditionally heteroskedastic time series model for speculative prices and rates of return Review of Economics and Statistics 69 1987 542-547
    • (1987) Review of Economics and Statistics , vol.69 , pp. 542-547
    • Bollerslev, T.1
  • 11
    • 34848900983 scopus 로고
    • ARCH modelling in finance: A review of theory and empirical evidence
    • T. Bollerslev R.Y. Chou K.P. Kroner ARCH modelling in finance: A review of theory and empirical evidence Journal of Econometrics 52 1992 5-59
    • (1992) Journal of Econometrics , vol.52 , pp. 5-59
    • Bollerslev, T.1    Chou, R.Y.2    Kroner, K.P.3
  • 12
    • 0001711056 scopus 로고
    • ARCH models
    • Ch. 49 R.F. Engle D.L. McFadden North Holland Amsterdam Ch
    • T. Bollerslev R. Engle D. Nelson ARCH models R.F. Engle D.L. McFadden Handbook of Econometrics vol. IV 1994 North Holland Amsterdam Ch. 49
    • (1994) Handbook of Econometrics , vol.4 , pp. 49
    • Bollerslev, T.1    Engle, R.2    Nelson, D.3
  • 13
    • 0040790515 scopus 로고    scopus 로고
    • Option prices, implied price processes, and stochastic volatility
    • M. Britten-Jones A. Neuberger Option prices, implied price processes, and stochastic volatility Journal of Finance 55 2 2000 839-866
    • (2000) Journal of Finance , vol.55 , Issue.2 , pp. 839-866
    • Britten-Jones, M.1    Neuberger, A.2
  • 16
    • 29144479773 scopus 로고    scopus 로고
    • How to forecast long-run volatility: Regime switching and the estimation of multifractal processes
    • L. Calvet A.J. Fisher How to forecast long-run volatility: Regime switching and the estimation of multifractal processes Journal of Financial Econometrics 2 2004 49-83
    • (2004) Journal of Financial Econometrics , vol.2 , pp. 49-83
    • Calvet, L.1    Fisher, A.J.2
  • 21
    • 0000051984 scopus 로고
    • Autoregressive conditional heteroskedasticity with estimates of the variance of UK inflation
    • R. Engle Autoregressive conditional heteroskedasticity with estimates of the variance of UK inflation Econometrica 50 1982 987-1008
    • (1982) Econometrica , vol.50 , pp. 987-1008
    • Engle, R.1
  • 22
    • 0037985370 scopus 로고    scopus 로고
    • Real risk, inflation risk, and the term structure
    • M.D.D. Evans Real risk, inflation risk, and the term structure The Economic Journal 113 2003 345-389
    • (2003) The Economic Journal , vol.113 , pp. 345-389
    • Evans, M.D.D.1
  • 23
    • 33344472214 scopus 로고
    • Economic Implications of Extraordinary Movements in Stock Prices
    • Brookings Papers on Economic Activity 137-172 and
    • Friedman, B.M., Laibson, D.I., 1989. Economic Implications of Extraordinary Movements in Stock Prices, Brookings Papers on Economic Activity 2, 137-172 and 186-189.
    • (1989) , vol.2 , pp. 186-189
    • Friedman, B.M.1    Laibson, D.I.2
  • 25
    • 84993601065 scopus 로고
    • On the relation between the expected value and the volatility of the nominal excess return on stocks
    • L.R. Glosten R. Jagannathan D.E. Runkle On the relation between the expected value and the volatility of the nominal excess return on stocks Journal of Finance 48 1993 1779-1801
    • (1993) Journal of Finance , vol.48 , pp. 1779-1801
    • Glosten, L.R.1    Jagannathan, R.2    Runkle, D.E.3
  • 26
    • 0030242133 scopus 로고    scopus 로고
    • Modelling the conditional distribution of interest rates as a regime-switching process
    • S.F. Gray Modelling the conditional distribution of interest rates as a regime-switching process Journal of Financial Economics 42 1996 27-62
    • (1996) Journal of Financial Economics , vol.42 , pp. 27-62
    • Gray, S.F.1
  • 27
    • 0002634803 scopus 로고
    • Dynamic linear models with Markov switching
    • C.-J. Kim Dynamic linear models with Markov switching Journal of Econometrics 60 1994 1-22
    • (1994) Journal of Econometrics , vol.60 , pp. 1-22
    • Kim, C.-J.1
  • 28
    • 0001342006 scopus 로고
    • A new approach to the economic analysis of nonstationary time series and the business cycle
    • J.D. Hamilton A new approach to the economic analysis of nonstationary time series and the business cycle Econometrica 57 1989 357-384
    • (1989) Econometrica , vol.57 , pp. 357-384
    • Hamilton, J.D.1
  • 30
    • 21144448250 scopus 로고
    • Autoregressive conditional heteroskedasticity and changes in regimes
    • J.D. Hamilton R. Susmel Autoregressive conditional heteroskedasticity and changes in regimes Journal of Econometrics 64 1994 307-333
    • (1994) Journal of Econometrics , vol.64 , pp. 307-333
    • Hamilton, J.D.1    Susmel, R.2
  • 32
    • 0003528128 scopus 로고
    • Philip Allan, Hemel Hempstead and MIT Press, Boston, MA, 2nd edition
    • Harvey, A.C., 1990. The Econometrics Analysis of Time Series, Philip Allan, Hemel Hempstead and MIT Press, Boston, MA, 2nd edition.
    • (1990) The Econometrics Analysis of Time Series
    • Harvey, A.C.1
  • 33
    • 44049121027 scopus 로고
    • Unobservable component time series models with ARCH disturbances
    • A.C. Harvey E. Ruiz E. Sentana Unobservable component time series models with ARCH disturbances Journal of Econometrics 52 1992 129-158
    • (1992) Journal of Econometrics , vol.52 , pp. 129-158
    • Harvey, A.C.1    Ruiz, E.2    Sentana, E.3
  • 35
    • 84977718808 scopus 로고
    • Heteroskedasticity in stock return data: Volume versus GARCH effects
    • C.G. Lamoureux W.D. Lastrapes Heteroskedasticity in stock return data: volume versus GARCH effects Journal of Finance 45 1990 221-229
    • (1990) Journal of Finance , vol.45 , pp. 221-229
    • Lamoureux, C.G.1    Lastrapes, W.D.2
  • 36
    • 0017846358 scopus 로고
    • On a measure of lack of fit in time series models
    • G. Ljung G.E.P. Box On a measure of lack of fit in time series models Biometrika 65 1978 297-303
    • (1978) Biometrika , vol.65 , pp. 297-303
    • Ljung, G.1    Box, G.E.P.2
  • 37
    • 0038908304 scopus 로고    scopus 로고
    • Estimation error and the specification of unobserved component models
    • A. Maravall C. Planas Estimation error and the specification of unobserved component models Journal of Econometrics 92 1999 325-353
    • (1999) Journal of Econometrics , vol.92 , pp. 325-353
    • Maravall, A.1    Planas, C.2
  • 39
    • 0000706085 scopus 로고
    • A simple positive semi-definite, heteroskedasticity and autocorrelation consistent covariance matrix
    • W. Newey K. West A simple positive semi-definite, heteroskedasticity and autocorrelation consistent covariance matrix Econometrica 55 1987 703-708
    • (1987) Econometrica , vol.55 , pp. 703-708
    • Newey, W.1    West, K.2
  • 40
    • 1642300953 scopus 로고    scopus 로고
    • The Britten-Jones and Neuberger Smile-consistent with stochastic volatility option pricing model: A further analysis
    • A. Rossi The Britten-Jones and Neuberger Smile-consistent with stochastic volatility option pricing model: A further analysis Journal of Theoretical and Applied Finance 5 2002 1-31
    • (2002) Journal of Theoretical and Applied Finance , vol.5 , pp. 1-31
    • Rossi, A.1


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