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Volumn 96, Issue 453, 2001, Pages 194-209

Markov chain monte carlo estimation of classical and dynamic switching and mixture models

Author keywords

Bayesian analysis; Dynamic linear models; Finite mixture models; Markov chain Monte Carlo methods; Markov switching models; Permutation sampling

Indexed keywords


EID: 1842815959     PISSN: 01621459     EISSN: 1537274X     Source Type: Journal    
DOI: 10.1198/016214501750333063     Document Type: Article
Times cited : (328)

References (34)
  • 1
    • 55549084723 scopus 로고
    • Bayesian Inference via Gibbs Sampling of Autoregressive Time-Series Subject to Markov Mean and Variance Shifts
    • Albert, J., and Chib, S. (1993), “Bayesian Inference via Gibbs Sampling of Autoregressive Time-Series Subject to Markov Mean and Variance Shifts,” Journal of Business and Economic Statistics, 11, 1–15.
    • (1993) Journal of Business and Economic Statistics , vol.11 , pp. 1-15
    • Albert, J.1    Chib, S.2
  • 2
    • 0000193853 scopus 로고
    • On Gibbs Sampling for State Space Models
    • Carter, C. K., and Kohn, R. (1994), “On Gibbs Sampling for State Space Models,” Biometrika, 81, 541–553.
    • (1994) Biometrika , vol.81 , pp. 541-553
    • Carter, C.K.1    Kohn, R.2
  • 3
    • 0000761439 scopus 로고    scopus 로고
    • Markov Chain Monte Carlo in Conditionally Gaussian State Space Models,”
    • Carter, C. K., and Kohn, R. (1996), Markov Chain Monte Carlo in Conditionally Gaussian State Space Models,” Biometrika, 83, 589–601.
    • (1996) Biometrika , vol.83 , pp. 589-601
    • Carter, C.K.1    Kohn, R.2
  • 5
    • 0003923940 scopus 로고    scopus 로고
    • Predictive Updating Methods with Application to Bayesian classification,”
    • Chen, R., and Liu, J. S. (1996), Predictive Updating Methods with Application to Bayesian classification,” Journal of the Royal Statististical Society, Series B, 58, 397–415.
    • (1996) Journal of the Royal Statististical Society, Series B , vol.58 , pp. 397-415
    • Chen, R.1    Liu, J.S.2
  • 6
    • 0003107701 scopus 로고    scopus 로고
    • Calculating Posterior Distributions and Modal Estimates in Markov Mixture Models
    • Chib, S. (1996), “Calculating Posterior Distributions and Modal Estimates in Markov Mixture Models,” Journal of Econometrics, 75, 79–97.
    • (1996) Journal of Econometrics , vol.75 , pp. 79-97
    • Chib, S.1
  • 7
    • 0030539336 scopus 로고    scopus 로고
    • Markov Chain Monte Carlo Convergence Diagnostics: A Comparative Review
    • Cowles, M., and Carlin, B. (1996), “Markov Chain Monte Carlo Convergence Diagnostics: A Comparative Review.” Journal of the American Statistical Association, 91, 883–904.
    • (1996) Journal of the American Statistical Association , vol.91 , pp. 883-904
    • Cowles, M.1    Carlin, B.2
  • 8
    • 0001325243 scopus 로고
    • The Simulation Smoother for Time Series Models
    • De Jong, P., and Shephard, N. (1995), “The Simulation Smoother for Time Series Models,” Biometrika, 82, 339–350.
    • (1995) Biometrika , vol.82 , pp. 339-350
    • De Jong, P.1    Shephard, N.2
  • 16
    • 85011132704 scopus 로고
    • “A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle
    • Hamilton, J. D. (1989), “A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle, Econometrica, 57, 357–384.
    • (1989) Econometrica , vol.57 , pp. 357-384
    • Hamilton, J.D.1
  • 19
    • 0039573714 scopus 로고    scopus 로고
    • A Bayesian Approach to Testing for Markov Switching in Univariate and Dynamic Factor Models
    • Kim, Ch.–J., and Nelson, Ch. R. (1998a), “A Bayesian Approach to Testing for Markov Switching in Univariate and Dynamic Factor Models,” Review of Economics and Statistics, 80, 188–201.
    • (1998) Review of Economics and Statistics , vol.80 , pp. 188-201
    • Kim, C.1    Nelson, C.R.2
  • 20
    • 0039573714 scopus 로고    scopus 로고
    • Business Cycle Turning Points, a New Coincident Index, and Tests of Duration Dependence Based on a Dynamic Factor Model With Regime-Switching
    • Kim, Ch.–J., and Nelson, Ch. R. (1998b), “Business Cycle Turning Points, a New Coincident Index, and Tests of Duration Dependence Based on a Dynamic Factor Model With Regime-Switching,” Review of Economics and Statistics, 80, 188–201.
    • (1998) Review of Economics and Statistics , vol.80 , pp. 188-201
    • Kim, C.1    Nelson, C.R.2
  • 22
    • 0026652789 scopus 로고
    • Maximum-Penalized-Likelihood Estimation for Independent and Markov-Dependent Mixture Models
    • Leroux, B., and Puterman, M. L. (1992), “Maximum-Penalized-Likelihood Estimation for Independent and Markov-Dependent Mixture Models,” Biometrics, 48, 545–558.
    • (1992) Biometrics , vol.48 , pp. 545-558
    • Leroux, B.1    Puterman, M.L.2
  • 23
    • 84981404702 scopus 로고
    • Statistical Analysis of Economic Time Series via Markov Switching Models
    • McCulloch, R. E., and Tsay, R. S. (1994), “Statistical Analysis of Economic Time Series via Markov Switching Models,” Journal of Time Series Analysis, 15, 523–539.
    • (1994) Journal of Time Series Analysis , vol.15 , pp. 523-539
    • McCulloch, R.E.1    Tsay, R.S.2
  • 24
    • 0000391986 scopus 로고    scopus 로고
    • Testing for Mixtures: A Bayesian Entropic Approach
    • J. M. Bernardo, J. O. Berger, A. P. Dawid, and A. F. M. Smith, Oxford: Oxford University Press
    • Mengersen, K. L., and Robert, C. P. (1996), “Testing for Mixtures: A Bayesian Entropic Approach,” In Bayesian Statistics (Vol. 5), eds. J. M. Bernardo, J. O. Berger, A. P. Dawid, and A. F. M. Smith, Oxford: Oxford University Press, pp. 255–276.
    • (1996) Bayesian Statistics , vol.5 , pp. 255-276
    • Mengersen, K.L.1    Robert, C.P.2
  • 25
    • 84950321853 scopus 로고
    • Estimating Mixtures of Normal Distributions and Switching Regression
    • Quandt, R. E., and Ramsey, J. B. (1978), “Estimating Mixtures of Normal Distributions and Switching Regression,” Journal of the American Statistical Association, 73, 730–738.
    • (1978) Journal of the American Statistical Association , vol.73 , pp. 730-738
    • Quandt, R.E.1    Ramsey, J.B.2
  • 26
    • 18244378520 scopus 로고    scopus 로고
    • On Bayesian Analysis of Mixtures With an Unknown Number of Components (With discussion)
    • Richardson, S., and Green, P. (1997), “On Bayesian Analysis of Mixtures With an Unknown Number of Components (with discussion),” Journal of the Royal Statistical Society, Series B, 59, 731–792.
    • (1997) Journal of the Royal Statistical Society, Series B , vol.59 , pp. 731-792
    • Richardson, S.1    Green, P.2
  • 28
    • 0038853197 scopus 로고
    • Partial Non-Gaussian State Space Models
    • Shephard, N. (1994), “Partial Non-Gaussian State Space Models,” Biometrika, 81, 115–131.
    • (1994) Biometrika , vol.81 , pp. 115-131
    • Shephard, N.1
  • 30
    • 85011143999 scopus 로고
    • Bayesian Computation via the Gibbs sampler and related Markov Chain Monte Carlo Methods
    • Smith, A. F. M., and Roberts, G. (1993), “Bayesian Computation via the Gibbs sampler and related Markov Chain Monte Carlo Methods,” Journal of the Royal Statistical Society, Series B, 55, 3–23.
    • (1993) Journal of the Royal Statistical Society, Series B , vol.55 , pp. 3-23
    • Smith, A.F.M.1    Roberts, G.2
  • 33
    • 85011181115 scopus 로고
    • Markov Chain for Exploring Posterior Distributions
    • Tierney, L. (1994), “Markov Chain for Exploring Posterior Distributions,” The Annals of Statistics, 22, 1701–1762.
    • (1994) The Annals of Statistics , vol.22 , pp. 1701-1762
    • Tierney, L.1
  • 34
    • 0003049326 scopus 로고
    • Modeling With Mixtures
    • J. M. Bernardo, J. O. Berger, A. P. Dawid, and A. F. M. Smith, Oxford: Oxford University Press
    • West, M. (1992), “Modeling With Mixtures,” In Bayesian Statistics (Vol. 4), eds. J. M. Bernardo, J. O. Berger, A. P. Dawid, and A. F. M. Smith, Oxford: Oxford University Press, pp. 503–524.
    • (1992) Bayesian Statistics , vol.4 , pp. 503-524
    • West, M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.