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Articles

A segmented generalized Markov regime-switching model with its application in financial time series data

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Pages 839-853 | Received 15 Mar 2019, Accepted 25 Dec 2019, Published online: 04 Jan 2020

References

  • Hamilton JD. A new approach to the economic analysis of nonstationary time series and the business cycle. Econometrica. 1989;57:357–384. doi: 10.2307/1912559
  • Hamilton JD, Susmel R. Autoregressive conditional heteroscedasticity and changes in regime. J Econom. 1994;64:307–333. doi: 10.1016/0304-4076(94)90067-1
  • Guérin P, Marcellino M. Markov-switching MIDAS models. J Bus Econ Stat. 2013;31:45–56. doi: 10.1080/07350015.2012.727721
  • Zou W, Chen JH. Markov regime-switching model in crude oil market – comparison of composite likelihood and full likelihood. Can J Stat. 2013;41:353–367. doi: 10.1002/cjs.11173
  • Bauwens L, Dufays A, Rombouts JVK. Marginal likelihood for Markov-switching and change-point GARCH models. J Econom. 2014;178:508–522. doi: 10.1016/j.jeconom.2013.08.017
  • Chen JH, Huang Y, Wang PM. Composite likelihood under hidden Markov model. Stat Sin. 2016;26:1569–1586.
  • Hardy MR. A Regime-switching model of long-term stock returns. NAAJ. 2001;5:41–53.
  • Guo B, Wu Y, Xie H, et al. A segmented regime-switching model with its application to stock market indices. J Appl Stat. 2011;38:2241–2252. doi: 10.1080/02664763.2010.545374
  • Hampel FR, Ronchetti EM, Rousseeuw PJ, et al. Robust statistics: the approach based on influence functions. New York (NY): Wiley; 1986.
  • Leroux BG. Maximum-likelihood estimation for hidden Markov models. Stoch Process Appl. 1992;40:127–143. doi: 10.1016/0304-4149(92)90141-C

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