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Volumn 12, Issue 1, 2009, Pages 105-126

Bayesian estimation of a Markov-switching threshold asymmetric GARCH model with Student-t innovations

Author keywords

Asymmetry; Bayesian; GARCH; Markov switching; SMI; Threshold

Indexed keywords


EID: 70349978400     PISSN: 13684221     EISSN: 1368423X     Source Type: Journal    
DOI: 10.1111/j.1368-423X.2008.00253.x     Document Type: Article
Times cited : (56)

References (42)
  • 1
    • 0001758906 scopus 로고
    • Heteroskedasticity and autocorrelation consistent covariance matrix estimation
    • Andrews D W K. Heteroskedasticity and autocorrelation consistent covariance matrix estimation. Econometrica 1991, 59:817-58.
    • (1991) Econometrica , vol.59 , pp. 817-858
    • Andrews, D.W.K.1
  • 2
    • 0000383942 scopus 로고
    • An improved heteroskedasticity and autocorrelation consistent covariance matrix estimator
    • Andrews D W K, Monahan J C. An improved heteroskedasticity and autocorrelation consistent covariance matrix estimator. Econometrica 1992, 60:953-66.
    • (1992) Econometrica , vol.60 , pp. 953-966
    • Andrews, D.W.K.1    Monahan, J.C.2
  • 4
    • 0035636851 scopus 로고    scopus 로고
    • Testing density forecasts, with applications to risk management
    • Berkowitz J. Testing density forecasts, with applications to risk management. Journal of Business and Economic Statistics 2001, 19:465-74.
    • (2001) Journal of Business and Economic Statistics , vol.19 , pp. 465-474
    • Berkowitz, J.1
  • 5
    • 34248483578 scopus 로고
    • The pricing of commodity contracts
    • Black F. The pricing of commodity contracts. Journal of Financial Economics 1976, 3:167-79.
    • (1976) Journal of Financial Economics , vol.3 , pp. 167-179
    • Black, F.1
  • 7
    • 0003107701 scopus 로고    scopus 로고
    • Calculating posterior distributions and modal estimates in Markov mixture models
    • Chib S. Calculating posterior distributions and modal estimates in Markov mixture models. Journal of Econometrics 1996, 75:79-97.
    • (1996) Journal of Econometrics , vol.75 , pp. 79-97
    • Chib, S.1
  • 9
    • 33745891535 scopus 로고    scopus 로고
    • A flexible prior distribution for Markov switching autoregressions with Student-t errors
    • Deschamps P J. A flexible prior distribution for Markov switching autoregressions with Student-t errors. Journal of Econometrics 2006, 133:153-90.
    • (2006) Journal of Econometrics , vol.133 , pp. 153-190
    • Deschamps, P.J.1
  • 11
    • 0031542612 scopus 로고    scopus 로고
    • Markov switching in GARCH processes and mean-reverting stock-market volatility
    • Dueker M J. Markov switching in GARCH processes and mean-reverting stock-market volatility. Journal of Business and Economic Statistics 1997, 15:26-34.
    • (1997) Journal of Business and Economic Statistics , vol.15 , pp. 26-34
    • Dueker, M.J.1
  • 12
    • 84993924525 scopus 로고
    • Measuring and testing the impact of news on volatility
    • Engle R F, Ng V K. Measuring and testing the impact of news on volatility. Journal of Finance 1993, 48:1749-78.
    • (1993) Journal of Finance , vol.48 , pp. 1749-1778
    • Engle, R.F.1    Ng, V.K.2
  • 13
    • 1842815959 scopus 로고    scopus 로고
    • Markov chain Monte Carlo estimation of classical and dynamic switching and mixture models
    • Frühwirth-Schnatter S. Markov chain Monte Carlo estimation of classical and dynamic switching and mixture models. Journal of the American Statistical Association 2001, 96:194-209.
    • (2001) Journal of the American Statistical Association , vol.96 , pp. 194-209
    • Frühwirth-Schnatter, S.1
  • 14
    • 33750369868 scopus 로고    scopus 로고
    • Estimating marginal likelihoods for mixture and Markov switching models using bridge sampling techniques
    • Frühwirth-Schnatter S. Estimating marginal likelihoods for mixture and Markov switching models using bridge sampling techniques. The Econometrics Journal 2004, 7:143-67.
    • (2004) The Econometrics Journal , vol.7 , pp. 143-167
    • Frühwirth-Schnatter, S.1
  • 17
    • 84972492387 scopus 로고
    • Inference from iterative simulation using multiple sequences
    • Gelman A, Rubin D B. Inference from iterative simulation using multiple sequences. Statistical Science 1992, 7:457-72.
    • (1992) Statistical Science , vol.7 , pp. 457-472
    • Gelman, A.1    Rubin, D.B.2
  • 19
    • 0001667705 scopus 로고
    • Bayesian inference in econometric models using Monte Carlo integration
    • Geweke J F. Bayesian inference in econometric models using Monte Carlo integration. Econometrica 1989, 57:1317-39.
    • (1989) Econometrica , vol.57 , pp. 1317-1339
    • Geweke, J.F.1
  • 20
    • 84986088295 scopus 로고
    • Bayesian treatment of the independent Student-t linear model
    • Geweke J F. Bayesian treatment of the independent Student-t linear model. Journal of Applied Econometrics 1993, 8:S19-40.
    • (1993) Journal of Applied Econometrics , vol.8
    • Geweke, J.F.1
  • 22
    • 33847395816 scopus 로고    scopus 로고
    • Interpretation and inference in mixture models: Simple MCMC works
    • Geweke J F. Interpretation and inference in mixture models: Simple MCMC works. Computational Statistics and Data Analysis 2007, 51:3529-50.
    • (2007) Computational Statistics and Data Analysis , vol.51 , pp. 3529-3550
    • Geweke, J.F.1
  • 24
    • 84993601065 scopus 로고
    • On the relation between the expected value and the volatility of the nominal excess return on stocks
    • Glosten L R, Jaganathan R, Runkle D E. On the relation between the expected value and the volatility of the nominal excess return on stocks. Journal of Finance 1993, 48:1779-801.
    • (1993) Journal of Finance , vol.48 , pp. 1779-1801
    • Glosten, L.R.1    Jaganathan, R.2    Runkle, D.E.3
  • 25
    • 0030242133 scopus 로고    scopus 로고
    • Modeling the conditional distribution of interest rates as a regime-switching process
    • Gray S F. Modeling the conditional distribution of interest rates as a regime-switching process. Journal of Financial Economics 1996, 42:27-62.
    • (1996) Journal of Financial Economics , vol.42 , pp. 27-62
    • Gray, S.F.1
  • 27
    • 0003410290 scopus 로고
    • Princeton, USA, Princeton University Press
    • Hamilton J D. Time Series Analysis 1994, Princeton, USA, Princeton University Press
    • (1994) Time Series Analysis
    • Hamilton, J.D.1
  • 28
    • 21144448250 scopus 로고
    • Autoregressive conditional heteroskedasticity and changes in regime
    • Hamilton J D, Susmel R. Autoregressive conditional heteroskedasticity and changes in regime. Journal of Econometrics 1994, 64:307-33.
    • (1994) Journal of Econometrics , vol.64 , pp. 307-333
    • Hamilton, J.D.1    Susmel, R.2
  • 31
    • 0001251517 scopus 로고    scopus 로고
    • Stochastic volatility: Likelihood inference and comparison with ARCH models
    • Kim S, Shephard N, Chib S. Stochastic volatility: Likelihood inference and comparison with ARCH models. Review of Economic Studies 1998, 65:361-93.
    • (1998) Review of Economic Studies , vol.65 , pp. 361-393
    • Kim, S.1    Shephard, N.2    Chib, S.3
  • 32
    • 0036524551 scopus 로고    scopus 로고
    • Improving GARCH volatility forecasts with regime-switching GARCH
    • Klaassen F. Improving GARCH volatility forecasts with regime-switching GARCH. Empirical Economics 2002, 27:363-94.
    • (2002) Empirical Economics , vol.27 , pp. 363-394
    • Klaassen, F.1
  • 34
    • 29144513798 scopus 로고    scopus 로고
    • Forecasting stock market volatility with regime-switching GARCH models
    • Marcucci J. Forecasting stock market volatility with regime-switching GARCH models. Studies in Nonlinear Dynamics and Econometrics 2005, 9:1-53.
    • (2005) Studies in Nonlinear Dynamics and Econometrics , vol.9 , pp. 1-53
    • Marcucci, J.1
  • 35
    • 21444451325 scopus 로고    scopus 로고
    • Simulating ratios of normalizing constants via a simple identity: A theoretical exploration
    • Meng X-L, Wong W H. Simulating ratios of normalizing constants via a simple identity: A theoretical exploration. Statistica Sinica 1996, 6:831-60.
    • (1996) Statistica Sinica , vol.6 , pp. 831-860
    • Meng, X.-L.1    Wong, W.H.2
  • 36
    • 0347318519 scopus 로고    scopus 로고
    • Bayesian analysis of ARMA-GARCH models: a Markov chain sampling approach
    • Nakatsuma T. Bayesian analysis of ARMA-GARCH models: a Markov chain sampling approach. Journal of Econometrics 2000, 95:57-69.
    • (2000) Journal of Econometrics , vol.95 , pp. 57-69
    • Nakatsuma, T.1
  • 37
    • 0040209430 scopus 로고    scopus 로고
    • Business cycle asymmetries in stock returns: evidence from higher order moments and conditional densities
    • Perez-Quiros G, Timmermann A. Business cycle asymmetries in stock returns: evidence from higher order moments and conditional densities. Journal of Econometrics 2001, 103:259-306.
    • (2001) Journal of Econometrics , vol.103 , pp. 259-306
    • Perez-Quiros, G.1    Timmermann, A.2
  • 39
    • 35748932852 scopus 로고    scopus 로고
    • R Development Core Team, Vienna, Austria, R Foundation for Statistical Computing
    • R: A Language and Environment for Statistical Computing 2007, R Development Core Team, Vienna, Austria, R Foundation for Statistical Computing
    • (2007) R: A Language and Environment for Statistical Computing


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