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Volumn 54, Issue 11, 2010, Pages 2676-2692

Forecasting volatility under fractality, regime-switching, long memory and student-t innovations

Author keywords

International volatility forecasting; Long memory; Multiplicative volatility models; Student t innovations

Indexed keywords

ASSET CLASS; BAYESIAN; BAYESIAN UPDATING; FORECASTING CAPABILITY; FORECASTING VOLATILITY; FRACTALITY; GARCH MODELS; GAUSSIANS; GENERALIZED AUTOREGRESSIVE CONDITIONAL HETEROSKEDASTICITY; GENERALIZED METHOD OF MOMENTS; LONG MEMORIES; LONG MEMORY; MEAN ABSOLUTE ERROR; MEAN SQUARED ERROR; ML ESTIMATE; MONTE CARLO SIMULATION; MULTIFRACTAL MODELS; MULTIPLICATIVE VOLATILITY MODELS; REAL ESTATE; REGIME SWITCHING; SECURITY INDICES; T-MODEL; VOLATILITY FORECASTING;

EID: 77955276756     PISSN: 01679473     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.csda.2010.03.005     Document Type: Article
Times cited : (43)

References (32)
  • 2
    • 33747888847 scopus 로고    scopus 로고
    • Persistence in forecasting performance and conditional combination strategies
    • M. Aiolfi, and A. Timmermann Persistence in forecasting performance and conditional combination strategies Journal of Econometrics 135 2006 31 53
    • (2006) Journal of Econometrics , vol.135 , pp. 31-53
    • Aiolfi, M.1    Timmermann, A.2
  • 3
    • 0005880209 scopus 로고    scopus 로고
    • Answering the sceptics: Yes standard volatility models do provide accurate forecasts
    • T. Andersen, and T. Bollerslev Answering the sceptics: 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.1    Bollerslev, T.2
  • 6
    • 27744577669 scopus 로고    scopus 로고
    • Correcting the errors: Volatility forecast evaluation using high frequency data and realized volatilities
    • T. Andersen, T. Bollerslev, and N. Meddahi Correcting the errors: volatility forecast evaluation using high frequency data and realized volatilities Econometrica 73 2005 279 296
    • (2005) Econometrica , vol.73 , pp. 279-296
    • Andersen, T.1    Bollerslev, T.2    Meddahi, N.3
  • 7
    • 0040485278 scopus 로고    scopus 로고
    • Fractionally itegrated generalized autoregressive conditional heteroskedasticty
    • R. Baillie, T. Bollerslev, and H. Mikkelsen Fractionally itegrated generalized autoregressive conditional heteroskedasticty Journal of Econometrics 74 1996 3 30
    • (1996) Journal of Econometrics , vol.74 , pp. 3-30
    • Baillie, R.1    Bollerslev, T.2    Mikkelsen, H.3
  • 8
    • 0346093807 scopus 로고    scopus 로고
    • Generalized LevinsonDurbin and Burg algorithms
    • P. Brockwell, and R. Dahlhaus Generalized LevinsonDurbin and Burg algorithms Journal of Econometrics 118 2004 129 144
    • (2004) Journal of Econometrics , vol.118 , pp. 129-144
    • Brockwell, P.1    Dahlhaus, R.2
  • 10
    • 0011831909 scopus 로고    scopus 로고
    • Forecasting multifractal volatility
    • L. Calvet, and A. Fisher Forecasting multifractal volatility Journal of Econometrics 105 2001 27 58
    • (2001) Journal of Econometrics , vol.105 , pp. 27-58
    • Calvet, L.1    Fisher, A.2
  • 11
    • 29144479773 scopus 로고    scopus 로고
    • Regime-switching and the estimation of multifractal processes
    • L. Calvet, and A. Fisher Regime-switching and the estimation of multifractal processes Journal of Financial Econometrics 2 2004 44 83
    • (2004) Journal of Financial Econometrics , vol.2 , pp. 44-83
    • Calvet, L.1    Fisher, A.2
  • 13
    • 34548686105 scopus 로고    scopus 로고
    • Forecasting volatility in the financial markets: A comparison of alternative distributional assumptions
    • I. Chuang, J. Lu, and P. Lee Forecasting volatility in the financial markets: a comparison of alternative distributional assumptions Applied Financial Economics 17 2007 1051 1060
    • (2007) Applied Financial Economics , vol.17 , pp. 1051-1060
    • Chuang, I.1    Lu, J.2    Lee, P.3
  • 15
    • 0041059062 scopus 로고
    • A long memory property of stock market returns and a new model
    • Z. Ding, C. Granger, and R. Engle A long memory property of stock market returns and a new model Journal of Empirical Finance 1 1993 83 106
    • (1993) Journal of Empirical Finance , vol.1 , pp. 83-106
    • Ding, Z.1    Granger, C.2    Engle, R.3
  • 16
    • 84984516669 scopus 로고
    • Combining forecasts-twenty years later
    • C. Granger Combining forecasts-twenty years later Journal of Forecasting 8 1989 167 173
    • (1989) Journal of Forecasting , vol.8 , pp. 167-173
    • Granger, C.1
  • 17
    • 0041939645 scopus 로고    scopus 로고
    • A simple nonlinear time series model with misleading linear properties
    • C. Granger, and T. Tersvirta A simple nonlinear time series model with misleading linear properties Economic Letters 62 1999 161 165
    • (1999) Economic Letters , vol.62 , pp. 161-165
    • Granger, C.1    Tersvirta, T.2
  • 18
    • 0003819891 scopus 로고    scopus 로고
    • Introduction to the Generalized Method of Moments Estimation
    • D. Harris, and L. Mtys Introduction to the Generalized Method of Moments Estimation L. Mtys, Generalized Method of Moments Estimation 1999 University Press Cambridge (Chapter 1)
    • (1999) Generalized Method of Moments Estimation
    • Harris, D.1    Mtys, L.2
  • 19
    • 34347393131 scopus 로고    scopus 로고
    • True and apparent scaling: The proximity of the Markov-switching multifractal model to long-range dependence
    • R. Liu, T. di Matteo, and T. Lux True and apparent scaling: the proximity of the Markov-switching multifractal model to long-range dependence Physica A 383 2007 35 42
    • (2007) Physica A , vol.383 , pp. 35-42
    • Liu, R.1    Di Matteo, T.2    Lux, T.3
  • 21
    • 0001292693 scopus 로고    scopus 로고
    • Long-term stochastic dependence in financial prices: Evidence from the German stock market
    • T. Lux Long-term stochastic dependence in financial prices: evidence from the German stock market Applied Economics Letters 3 1996 701 706
    • (1996) Applied Economics Letters , vol.3 , pp. 701-706
    • Lux, T.1
  • 22
    • 41649118014 scopus 로고    scopus 로고
    • The Markov-switching multifractal model of asset returns: GMM estimation and linear forecasting of volatility
    • T. Lux The Markov-switching multifractal model of asset returns: GMM estimation and linear forecasting of volatility Journal of Business and Economic Statistics 26 2008 194 210
    • (2008) Journal of Business and Economic Statistics , vol.26 , pp. 194-210
    • Lux, T.1
  • 23
    • 34247578666 scopus 로고    scopus 로고
    • Forecasting volatility and volume in the Tokyo stock market: Long memory, fractality and regime switching
    • T. Lux, and T. Kaizoji Forecasting volatility and volume in the Tokyo stock market: long memory, fractality and regime switching Journal of Economic Dynamics and Control 31 2007 1808 1843
    • (2007) Journal of Economic Dynamics and Control , vol.31 , pp. 1808-1843
    • Lux, T.1    Kaizoji, T.2
  • 24
    • 0342775570 scopus 로고    scopus 로고
    • Stylized facts of the temporal and distributional properties of daily FTSE returns
    • T. Mills Stylized facts of the temporal and distributional properties of daily FTSE returns Applied Financial Economics 7 1997 599 604
    • (1997) Applied Financial Economics , vol.7 , pp. 599-604
    • Mills, T.1
  • 25
    • 0031161236 scopus 로고    scopus 로고
    • Volatilities of different time resolutions: Analyzing the dynamics of market components
    • U. Muller Volatilities of different time resolutions: analyzing the dynamics of market components Journal of Empirical Finance 4 1997 213 239
    • (1997) Journal of Empirical Finance , vol.4 , pp. 213-239
    • Muller, U.1
  • 26
    • 61549105941 scopus 로고    scopus 로고
    • Leverage, heavy tails and correlated jumps in stochastic volatility models
    • J. Nakajima, and Y. Omori Leverage, heavy tails and correlated jumps in stochastic volatility models Computational Statistics and Data Analysis 53 2009 2335 2353
    • (2009) Computational Statistics and Data Analysis , vol.53 , pp. 2335-2353
    • Nakajima, J.1    Omori, Y.2
  • 27
    • 0344547293 scopus 로고    scopus 로고
    • Forecasting volatility in financial markets: A review
    • S. Poon, and C. Granger Forecasting volatility in financial markets: a review Journal of Economic Literature 26 2003 478 539
    • (2003) Journal of Economic Literature , vol.26 , pp. 478-539
    • Poon, S.1    Granger, C.2
  • 29
    • 33344465063 scopus 로고    scopus 로고
    • Volatility estimation via hidden Markov models
    • A. Rossi, and G. Gallo Volatility estimation via hidden Markov models Journal of Empirical Finance 13 2006 203 230
    • (2006) Journal of Empirical Finance , vol.13 , pp. 203-230
    • Rossi, A.1    Gallo, G.2
  • 31
    • 0041315352 scopus 로고    scopus 로고
    • No evidence of chaos but some evidence of multifractals in the foreign exchange and the stock market
    • J. Vassilicos, A. Demos, and F. Tata No evidence of chaos but some evidence of multifractals in the foreign exchange and the stock market A. Crilly, R. Earnshaw, H. Jones, Applications of Fractals and Chaos 2004 Springer Berlin
    • (2004) Applications of Fractals and Chaos
    • Vassilicos, J.1    Demos, A.2    Tata, F.3
  • 32
    • 33847335034 scopus 로고    scopus 로고
    • Value-at-Risk analysis for long-term interest rate futures: Fat tail and long memory in return innovations
    • P. Wu, and S. Shieh Value-at-Risk analysis for long-term interest rate futures: fat tail and long memory in return innovations Journal of Empirical Finance 14 2007 248 259
    • (2007) Journal of Empirical Finance , vol.14 , pp. 248-259
    • Wu, P.1    Shieh, S.2


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