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Volumn 31, Issue 5, 2009, Pages 779-788

Regime-switching stochastic volatility: Evidence from the crude oil market

Author keywords

Crude oil price; Forecasting; MCMC method; Regime switching; Stochastic volatility

Indexed keywords

BAYESIAN MARKOV CHAIN MONTE CARLO; CRUDE OIL MARKET; CRUDE OIL PRICE; CRUDE OIL PRICES; FIRST-ORDER; MAJOR EVENTS; MCMC METHOD; OIL MARKET; OIL RETURN; REGIME SWITCHING; STOCHASTIC VOLATILITY; STOCHASTIC VOLATILITY MODEL; TWO-STATE;

EID: 67650713612     PISSN: 01409883     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eneco.2009.05.001     Document Type: Article
Times cited : (120)

References (53)
  • 1
    • 74849138965 scopus 로고    scopus 로고
    • Stochastic behavior of crude oil prices: a GARCH investigation
    • Abosedra S.S., and Laopodis N.T. Stochastic behavior of crude oil prices: a GARCH investigation. Journal of Energy and Development 21 (1997) 283-291
    • (1997) Journal of Energy and Development , vol.21 , pp. 283-291
    • Abosedra, S.S.1    Laopodis, N.T.2
  • 2
    • 0001917976 scopus 로고
    • Conditional heteroscedasticity in time series of stock returns: evidence and forecast
    • Akgiray V. Conditional heteroscedasticity in time series of stock returns: evidence and forecast. Journal of Business 62 (1989) 55-80
    • (1989) Journal of Business , vol.62 , pp. 55-80
    • Akgiray, V.1
  • 3
    • 0000309098 scopus 로고    scopus 로고
    • Estimating continuous time stochastic volatility models of the short-term interest rates
    • Anderson T., and Lund J. Estimating continuous time stochastic volatility models of the short-term interest rates. Journal of Econometrics 77 (1997) 343-377
    • (1997) Journal of Econometrics , vol.77 , pp. 343-377
    • Anderson, T.1    Lund, J.2
  • 6
    • 0009917854 scopus 로고    scopus 로고
    • The stochastic volatility of short-term interest rates: some international evidence
    • Ball C., and Torous W.N. The stochastic volatility of short-term interest rates: some international evidence. Journal of Finance 56 (1999) 2339-2359
    • (1999) Journal of Finance , vol.56 , pp. 2339-2359
    • Ball, C.1    Torous, W.N.2
  • 9
    • 84995453303 scopus 로고
    • Irreversibility, uncertainty, and cyclical investment
    • Bernanke B.S. Irreversibility, uncertainty, and cyclical investment. Quarterly Journal of Economics 98 (1983) 85-106
    • (1983) Quarterly Journal of Economics , vol.98 , pp. 85-106
    • Bernanke, B.S.1
  • 10
    • 33847133947 scopus 로고    scopus 로고
    • OPEC in the epoch of globalization: an event study of global oil prices
    • Bina C., and Vo M. OPEC in the epoch of globalization: an event study of global oil prices. Global Economy Journal 7 (2007)
    • (2007) Global Economy Journal , vol.7
    • Bina, C.1    Vo, M.2
  • 11
    • 34848900983 scopus 로고
    • ARCH modeling in finance: a selective review of theory and empirical evidence
    • Bollerslev T., Chou R.Y., and Kroner K.F. ARCH modeling in finance: a selective 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.F.3
  • 14
    • 33847220057 scopus 로고    scopus 로고
    • Markov chain Monte Carlo methods: computation and inference
    • Heckman J.J., and Leamer E. (Eds), North-Holland, Amsterdam
    • Chib S. Markov chain Monte Carlo methods: computation and inference. In: Heckman J.J., and Leamer E. (Eds). Handbook of Econometrics (2001), North-Holland, Amsterdam
    • (2001) Handbook of Econometrics
    • Chib, S.1
  • 15
    • 84986384825 scopus 로고
    • Volatility persistence and stock valuation: some empirical evidence using GARCH
    • Chou R.Y. Volatility persistence and stock valuation: some empirical evidence using GARCH. Journal of Applied Econometrics 3 (1988) 279-294
    • (1988) Journal of Applied Econometrics , vol.3 , pp. 279-294
    • Chou, R.Y.1
  • 16
    • 43949160158 scopus 로고
    • Stochastic volatility in asset prices: estimation with simulated maximum likelihood
    • Danielsson J. Stochastic volatility in asset prices: estimation with simulated maximum likelihood. Journal of Econometrics 64 (1994) 375-400
    • (1994) Journal of Econometrics , vol.64 , pp. 375-400
    • Danielsson, J.1
  • 17
    • 84963463704 scopus 로고
    • Comment on modeling the persistence of conditional variances
    • Diebold F. Comment on modeling the persistence of conditional variances. Econometric Review 5 (1986) 51-56
    • (1986) Econometric Review , vol.5 , pp. 51-56
    • Diebold, F.1
  • 19
    • 0000094018 scopus 로고    scopus 로고
    • Monte Carlo maximum likelihood estimation for non Gaussian state space models
    • Durbin J., and Koopman S. Monte Carlo maximum likelihood estimation for non Gaussian state space models. Biometrika 84 (1997) 669-684
    • (1997) Biometrika , vol.84 , pp. 669-684
    • Durbin, J.1    Koopman, S.2
  • 20
    • 0007636571 scopus 로고    scopus 로고
    • Volatility persistence and switching ARCH in Japanese stock returns
    • Fong W.M. Volatility persistence and switching ARCH in Japanese stock returns. Asia-Pacific Financial Market 4 (1997) 37-57
    • (1997) Asia-Pacific Financial Market , vol.4 , pp. 37-57
    • Fong, W.M.1
  • 21
    • 0036139323 scopus 로고    scopus 로고
    • A Markov switching model of the conditional volatility of crude oil futures prices
    • Fong W.M., and See K.H. A Markov switching model of the conditional volatility of crude oil futures prices. Energy Economics 24 (2002) 71-95
    • (2002) Energy Economics , vol.24 , pp. 71-95
    • Fong, W.M.1    See, K.H.2
  • 22
    • 0742306194 scopus 로고    scopus 로고
    • Basic variations and regime shifts in the oil futures market
    • Fong W.M., and See K.H. Basic variations and regime shifts in the oil futures market. European Journal of Finance 9 (2003) 499-513
    • (2003) European Journal of Finance , vol.9 , pp. 499-513
    • Fong, W.M.1    See, K.H.2
  • 24
    • 0000890084 scopus 로고    scopus 로고
    • Estimation of stochastic volatility models with diagnostics
    • Gallant A.R., Hsieh D., and Tauchen G. Estimation of stochastic volatility models with diagnostics. Journal of Econometrics 81 (1997) 159-192
    • (1997) Journal of Econometrics , vol.81 , pp. 159-192
    • Gallant, A.R.1    Hsieh, D.2    Tauchen, G.3
  • 25
    • 84972492387 scopus 로고
    • Inference from iterative simulation using multiple sequences
    • Gelman A., and Rubin D.B. Inference from iterative simulation using multiple sequences. Statistical Science 7 4 (1992) 457-511
    • (1992) Statistical Science , vol.7 , Issue.4 , pp. 457-511
    • Gelman, A.1    Rubin, D.B.2
  • 27
    • 0001400991 scopus 로고    scopus 로고
    • Stochastic volatility
    • Rao C.R., and Maddala G.S. (Eds), North-Holland, Amsterdam
    • Ghysels E., Harvey A.C., and Renault E. Stochastic volatility. In: Rao C.R., and Maddala G.S. (Eds). Statistical Models in Finance (1996), North-Holland, Amsterdam
    • (1996) Statistical Models in Finance
    • Ghysels, E.1    Harvey, A.C.2    Renault, E.3
  • 29
    • 0000909365 scopus 로고
    • Rational expectations econometric analysis of changes in regime: an investigation of the term structure of interest rates
    • Hamilton J.D. Rational expectations econometric analysis of changes in regime: an investigation of the term structure of interest rates. Journal of Economic Dynamics and Control 12 (1988) 385-423
    • (1988) Journal of Economic Dynamics and Control , vol.12 , pp. 385-423
    • Hamilton, J.D.1
  • 30
    • 0001342006 scopus 로고
    • A new approach to the economic analysis of non-stationary time series and the business cycle
    • Hamilton J.D. A new approach to the economic analysis of non-stationary time series and the business cycle. Econometrica 57 (1989) 357-384
    • (1989) Econometrica , vol.57 , pp. 357-384
    • Hamilton, J.D.1
  • 31
    • 21144448250 scopus 로고
    • Autoregressive conditional heteroskedasticity and changes in regime
    • Hamilton J.D., and Susmel R. Autoregressive conditional heteroskedasticity and changes in regime. Journal of Econometrics 64 (1994) 307-333
    • (1994) Journal of Econometrics , vol.64 , pp. 307-333
    • Hamilton, J.D.1    Susmel, R.2
  • 33
    • 84977709229 scopus 로고
    • The pricing of options on assets with stochastic volatilities
    • Hull J., and White A. The pricing of options on assets with stochastic volatilities. Journal of Finance 42 (1987) 281-300
    • (1987) Journal of Finance , vol.42 , pp. 281-300
    • Hull, J.1    White, A.2
  • 35
    • 1942476819 scopus 로고    scopus 로고
    • Regime-switching stochastic volatility and short-term interest rates
    • Kalimipalli M., and Susmel R. Regime-switching stochastic volatility and short-term interest rates. Journal of Empirical Finance 11 (2004) 309-329
    • (2004) Journal of Empirical Finance , vol.11 , pp. 309-329
    • Kalimipalli, M.1    Susmel, R.2
  • 36
    • 0001251517 scopus 로고    scopus 로고
    • Stochastic volatility: likelihood inference and comparison with ARCH models
    • Kim S., Shephard N., and Chib S. Stochastic volatility: likelihood inference and comparison with ARCH models. Review of Economic Studies 65 (1998) 363-393
    • (1998) Review of Economic Studies , vol.65 , pp. 363-393
    • Kim, S.1    Shephard, N.2    Chib, S.3
  • 38
    • 0005618944 scopus 로고
    • Pricing foreign currency options with stochastic volatility
    • Melino A., and Turnbull S.M. Pricing foreign currency options with stochastic volatility. Journal of Econometrics 45 (1990) 239-265
    • (1990) Journal of Econometrics , vol.45 , pp. 239-265
    • Melino, A.1    Turnbull, S.M.2
  • 39
    • 85025724501 scopus 로고
    • On estimating the expected return on the market: an explanatory investigation
    • Merton R. On estimating the expected return on the market: an explanatory investigation. Journal of Financial Economics 8 (1980) 323-361
    • (1980) Journal of Financial Economics , vol.8 , pp. 323-361
    • Merton, R.1
  • 40
    • 0035339792 scopus 로고    scopus 로고
    • A semi-parametric approach to short-term oil price forecasting
    • Morana C. A semi-parametric approach to short-term oil price forecasting. Energy Economics 23 (2001) 325-338
    • (2001) Energy Economics , vol.23 , pp. 325-338
    • Morana, C.1
  • 41
    • 45149141217 scopus 로고
    • Alternative models for conditional stock volatility
    • Pagan A.R., and Schwert G.W. Alternative models for conditional stock volatility. Journal of Econometrics 45 (1990) 267-290
    • (1990) Journal of Econometrics , vol.45 , pp. 267-290
    • Pagan, A.R.1    Schwert, G.W.2
  • 42
    • 0008309420 scopus 로고
    • The time-variance relationship of security returns: implications for the return-generating stochastic process
    • Perry P. The time-variance relationship of security returns: implications for the return-generating stochastic process. Journal of Finance 37 (1982) 857-870
    • (1982) Journal of Finance , vol.37 , pp. 857-870
    • Perry, P.1
  • 43
    • 0000281418 scopus 로고
    • Irreversibility, uncertainty, and investment
    • Pindyck R. Irreversibility, uncertainty, and investment. Journal of Economic Literature 29 (1991) 110-148
    • (1991) Journal of Economic Literature , vol.29 , pp. 110-148
    • Pindyck, R.1
  • 44
    • 33947162866 scopus 로고    scopus 로고
    • Oil and energy price volatility
    • Regnier E. Oil and energy price volatility. Energy Economics 29 (2007) 405-427
    • (2007) Energy Economics , vol.29 , pp. 405-427
    • Regnier, E.1
  • 45
    • 21444460710 scopus 로고    scopus 로고
    • Imperfect competition and the effects of energy price increases on economic activity
    • Rotemberg J.J., and Woodford M. Imperfect competition and the effects of energy price increases on economic activity. Journal of Money, Credit and Banking 28 (1999) 550-577
    • (1999) Journal of Money, Credit and Banking , vol.28 , pp. 550-577
    • Rotemberg, J.J.1    Woodford, M.2
  • 46
    • 33745662678 scopus 로고    scopus 로고
    • Modeling and forecasting petroleum futures volatility
    • Sadorsky P. Modeling and forecasting petroleum futures volatility. Energy Economics 28 (2006) 467-488
    • (2006) Energy Economics , vol.28 , pp. 467-488
    • Sadorsky, P.1
  • 47
    • 0000254890 scopus 로고    scopus 로고
    • Estimation of stochastic volatility models via Monte Carlo maximum likelihood
    • Sandmann G., and Koopman S.J. Estimation of stochastic volatility models via Monte Carlo maximum likelihood. Journal of Econometrics 87 (1998) 271-301
    • (1998) Journal of Econometrics , vol.87 , pp. 271-301
    • Sandmann, G.1    Koopman, S.J.2
  • 48
    • 0001790102 scopus 로고    scopus 로고
    • Statistical aspects of ARCH and stochastic volatility
    • Cox D.R., and Hinkley D.V. (Eds), Chapman & Hall, London
    • Shephard N. Statistical aspects of ARCH and stochastic volatility. In: Cox D.R., and Hinkley D.V. (Eds). Time Series Models in Econometrics, Finance and Other Fields (1996), Chapman & Hall, London
    • (1996) Time Series Models in Econometrics, Finance and Other Fields
    • Shephard, N.1
  • 49
    • 0036005166 scopus 로고    scopus 로고
    • Markov-switching and stochastic volatility diffusion models of short-term interest rates
    • Smith D. Markov-switching and stochastic volatility diffusion models of short-term interest rates. Journal of Business & Economic Statistics 20 (2002) 183-197
    • (2002) Journal of Business & Economic Statistics , vol.20 , pp. 183-197
    • Smith, D.1
  • 50
    • 0000953249 scopus 로고    scopus 로고
    • Prediction-based estimating functions
    • Sorensen M. Prediction-based estimating functions. Econometrics Journal 3 (2000) 123-147
    • (2000) Econometrics Journal , vol.3 , pp. 123-147
    • Sorensen, M.1
  • 53
    • 0036171050 scopus 로고    scopus 로고
    • Forecasting volatility in the New Zealand stock market
    • Yu J. Forecasting volatility in the New Zealand stock market. Applied Financial Economics 12 (2002) 193-202
    • (2002) Applied Financial Economics , vol.12 , pp. 193-202
    • Yu, J.1


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