Kim C J, Nelson C R. State-space models with regime-switching: Classical and gibbs-sampling approaches with applications[M].Cambridge, Mass: The MIT Press, 1999.
[11]
Psaradakis Z, Sola M. Finite sample properties of the maximum likelihood estimator in autoregressive models with Markov switching[J].Journal of Econometrics, 1998, 86:369-386.
[12]
Beal M J, Ghahramani Z, Rasmussen C E. The infinite hidden markov model[M].//Dietterich T G, Ghahrama Z ni. Advances in neural information processing systems. Cambridge, MA:MIT Press, 2002.
[13]
Teh Y W, Jordan M I, Beal M J, et al. Hierarchical dirichlet processes[J]. Journal of the American Statistical Association, 2006, 101:1566-1581.
[14]
Fox E B, Sudderth E B, Jordan M I, et al. Nonparametric bayesian learning of switching linear dynamical systems[M].//Koller D. Advances in neural information processing systems 21, Cambridge, MA:MIT Press, 2009.
[15]
Carvalho C, Lopes H. Simulation based sequential analysis of Markov switching stochastic volatility models[J].Computational Statistics and Data Analysis, 2006, 51(9):4526-4542.
Geweke J, Amisano G. Comparing and evaluating Bayesian predictive distributions of asset returns[J]. International Journal of Forecasting, 2010, 26(2):216-230.
[19]
Kass R E, Raftery A E. Bayes factors[J]. Journal of the American Statistical Association, 1995, 90(430):773-795.
[20]
Dawid A P. Statistical theory: The prequential approach[J]. Journal of the Royal Statistical Society, 1984, Ser. A, 147:278-292.
[21]
Brock W A, Dechert D, Scheinkman H, et al. A test for independence based on correlation dimension[J]. Econometric Reviews, 1996, 15(3):187-235.
[22]
Luginbuhl R, Vos A. Bayesian analysis of an unobserved component time series model of GDP with Markov switching and time varying growths[J]. Journal of Business and Economic Statistics, 1999, 17(4):456-465.
[23]
Albert J H, Chib S. Bayes inference via gibbs sampling of autoregressive time series subject to markov mean and variance shifts[J]. Journal of Business and Economic Statistics, 1993, 11(1):1-15.