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Volumn 4, Issue 4, 2009, Pages 793-816

Markov switching Dirichlet process mixture regression

Author keywords

Dirichlet process prior; Hidden markov model; Markov chain monte carlo; Multivariate normal mixture; Stock recruitment relationship

Indexed keywords


EID: 79955065347     PISSN: 19360975     EISSN: 19316690     Source Type: Journal    
DOI: 10.1214/09-BA430     Document Type: Article
Times cited : (19)

References (32)
  • 1
    • 0000708831 scopus 로고
    • Mixtures of Dirichlet processes with applications to Bayesian nonparametric problems
    • 795 799 811
    • Antoniak, C. (1974). "Mixtures of Dirichlet processes with applications to Bayesian nonparametric problems." Annals of Statistics, 2: 1152-1174. 795, 799, 811
    • (1974) Annals of Statistics , vol.2 , pp. 1152-1174
    • Antoniak, C.1
  • 2
    • 0032918735 scopus 로고    scopus 로고
    • Markov switching time series models with application to a daily runoff series
    • 796, 798
    • Berliner, L. M. and Lu, Z.-Q. (1999). "Markov switching time series models with application to a daily runoff series." Water Resources Research, 35: 523-534. 796, 798
    • (1999) Water Resources Research , vol.35 , pp. 523-534
    • Berliner, L.M.1    Lu, Z.-Q.2
  • 3
    • 0001958038 scopus 로고    scopus 로고
    • Bayesian estimation of switching ARMA models
    • 796
    • Billio, M., Monfort, A., and Robert, C. P. (1999). "Bayesian estimation of switching ARMA models." Journal of Econometrics, 93: 229-255. 796
    • (1999) Journal of Econometrics , vol.93 , pp. 229-255
    • Billio, M.1    Monfort, A.2    Robert, C.P.3
  • 4
    • 0002617436 scopus 로고
    • Ferguson distributions via Pólya urn schemes
    • 799
    • Blackwell, D. and MacQueen, J. (1973). "Ferguson distributions via Pólya urn schemes." Annals of Statistics, 1: 353-355. 799
    • (1973) Annals of Statistics , vol.1 , pp. 353-355
    • Blackwell, D.1    MacQueen, J.2
  • 5
    • 0003107701 scopus 로고    scopus 로고
    • Calculating posterior distributions and modal estimates in Markov mixture models
    • 795
    • Chib, S. (1996). "Calculating posterior distributions and modal estimates in Markov mixture models." Journal of Econometrics, 75: 79-97. 795
    • (1996) Journal of Econometrics , vol.75 , pp. 79-97
    • Chib, S.1
  • 6
    • 84947379310 scopus 로고
    • Concepts of independence for proportions with a generalization of the Dirichlet distribution
    • 811
    • Connor, R. and Mosimann, J. (1969). "Concepts of independence for proportions with a generalization of the Dirichlet distribution." Journal of the American Statistical Association, 64: 194-206. 811
    • (1969) Journal of the American Statistical Association , vol.64 , pp. 194-206
    • Connor, R.1    Mosimann, J.2
  • 7
    • 0001120413 scopus 로고
    • A Bayesian analysis of some nonparametric problems
    • 795
    • Ferguson, T. (1973). "A Bayesian analysis of some nonparametric problems." Annals of Statistics, 1: 209-230. 795
    • (1973) Annals of Statistics , vol.1 , pp. 209-230
    • Ferguson, T.1
  • 9
    • 0036017464 scopus 로고    scopus 로고
    • A Computational Approach for Full Nonparametric Bayesian Inference under Dirichlet Process Mixture Models
    • 799
    • Gelfand, A. E. and Kottas, A. (2002). "A Computational Approach for Full Nonparametric Bayesian Inference under Dirichlet Process Mixture Models." Journal of Computational and Graphical Statistics, 11: 289-305. 799
    • (2002) Journal of Computational and Graphical Statistics , vol.11 , pp. 289-305
    • Gelfand, A.E.1    Kottas, A.2
  • 10
    • 0002818041 scopus 로고
    • A Markov model for switching regression
    • 793 796
    • Goldfeld, S. M. and Quandt, R. E. (1973). "A Markov model for switching regression." Journal of Econometrics, 1: 3-16. 793, 796
    • (1973) Journal of Econometrics , vol.1 , pp. 3-16
    • Goldfeld, S.M.1    Quandt, R.E.2
  • 11
    • 0001342006 scopus 로고
    • A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle
    • 793
    • Hamilton, J. D. (1989). "A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle." Econometrica, 57: 357-s384. 793
    • (1989) Econometrica , vol.57
    • Hamilton, J.D.1
  • 12
    • 0033744926 scopus 로고    scopus 로고
    • Empirical evidence for North Pacic regime shifts in 1977 and 1989
    • 803, 805
    • Hare, S. R. and Mantua, N. J. (2000). "Empirical evidence for North Pacic regime shifts in 1977 and 1989." Progress in Oceanography, 47: 103-145. 803, 805
    • (2000) Progress in Oceanography , vol.47 , pp. 103-145
    • Hare, S.R.1    Mantua, N.J.2
  • 13
    • 0028254910 scopus 로고
    • A class of stochastic model for relating synoptic atmospheric patters to regional hydrologic phenomena
    • 796, 798
    • Hughes, J. P. and Guttorp, P. (1994). "A class of stochastic model for relating synoptic atmospheric patters to regional hydrologic phenomena." Water Resources Research, 30: 1535-1546. 796, 798
    • (1994) Water Resources Research , vol.30 , pp. 1535-1546
    • Hughes, J.P.1    Guttorp, P.2
  • 16
    • 0001677650 scopus 로고    scopus 로고
    • Markov chain Monte Carlo in approximate Dirichlet and beta two-parameter process hierarchical models
    • 800
    • Ishwaran, H. and Zarepour, M. (2000). "Markov chain Monte Carlo in approximate Dirichlet and beta two-parameter process hierarchical models." Biometrika, 87: 371-390. 800
    • (2000) Biometrika , vol.87 , pp. 371-390
    • Ishwaran, H.1    Zarepour, M.2
  • 17
    • 27744448967 scopus 로고    scopus 로고
    • An ecosystem-based hypothesis for climatic e ects on surplus production in California sardine and environmentally dependent surplus production models
    • 803
    • Jacobson, L. D., Bograd, S. J., Parrish, R. H., Mendelssohn, R., and Schwing, F. B. (2005). "An ecosystem-based hypothesis for climatic e ects on surplus production in California sardine and environmentally dependent surplus production models." Canadian Journal of Fisheries and Aquatic Sciences, 62: 1782-1796. 803
    • (2005) Canadian Journal of Fisheries and Aquatic Sciences , vol.62 , pp. 1782-1796
    • Jacobson, L.D.1    Bograd, S.J.2    Parrish, R.H.3    Mendelssohn, R.4    Schwing, F.B.5
  • 18
    • 84867129820 scopus 로고    scopus 로고
    • An hypothesis explaining biological regimes in sardineproducing Pacic boundary current systems
    • scales, and policy approaches: the IRI-IPRC Pacic Climate-Fisheries Workshop, International Research Institute for Climate Prediction, Columbia University
    • MacCall, A. D. (2002). "An hypothesis explaining biological regimes in sardineproducing Pacic boundary current systems." In Climate and sheries: interacting paradigms, scales, and policy approaches: the IRI-IPRC Pacic Climate-Fisheries Workshop, 39-42. International Research Institute for Climate Prediction, Columbia University. 805
    • (2002) Climate and sheries: interacting paradigms , vol.80 , pp. 539-542
    • MacCall, A.D.1
  • 19
    • 84981404702 scopus 로고
    • Statistical Analysis of Economic Time Series via Markov Switching Models
    • 793
    • 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. 793
    • (1994) Journal of Time Series Analysis , vol.15 , pp. 523-539
    • McCulloch, R.E.1    Tsay, R.S.2
  • 20
    • 0032504005 scopus 로고    scopus 로고
    • Climate-ocean variability and ecosystem response in the Northeast Pacic
    • 803
    • McGowan, J. A., Cayan, D. R., and Dorman, L. M. (1998). "Climate-ocean variability and ecosystem response in the Northeast Pacic." Science, 281: 210-217. 803
    • (1998) Science , vol.281 , pp. 210-217
    • McGowan, J.A.1    Cayan, D.R.2    Dorman, L.M.3
  • 21
    • 0002881872 scopus 로고    scopus 로고
    • Bayesian curve tting using multivariate Normal mixtures
    • 795
    • Müller, P., Erkanli, A., and West, M. (1996). "Bayesian curve tting using multivariate Normal mixtures." Biometrika, 83: 67-79. 795
    • (1996) Biometrika , vol.83 , pp. 67-79
    • Müller, P.1    Erkanli, A.2    West, M.3
  • 23
    • 77950032550 scopus 로고    scopus 로고
    • Markov Chain Sampling Methods for Dirichlet Process Mixture Models
    • 799
    • Neal, R. (2000). "Markov Chain Sampling Methods for Dirichlet Process Mixture Models." Journal of Computational and Graphical Statistics, 9: 249-265. 799
    • (2000) Journal of Computational and Graphical Statistics , vol.9 , pp. 249-265
    • Neal, R.1
  • 24
    • 84950321853 scopus 로고
    • Estimating Mixtures of Normal Distributions and switching regressions (with discussion)
    • 793, 796
    • Quandt, R. E. and Ramsey, J. B. (1978). "Estimating Mixtures of Normal Distributions and switching regressions (with discussion)." Journal of the American Statistical Association, 73: 730-752. 793, 796
    • (1978) Journal of the American Statistical Association , vol.73 , pp. 730-752
    • Quandt, R.E.1    Ramsey, J.B.2
  • 26
    • 43949174023 scopus 로고
    • Bayesian estimation of hidden Markov chains: a stochastic implementation
    • 795
    • Robert, C., Celeux, G., and Diebolt, J. (1993). "Bayesian estimation of hidden Markov chains: a stochastic implementation." Statistics & Probability Letters, 16: 77-83. 795
    • (1993) Statistics & Probability Letters , vol.16 , pp. 77-83
    • Robert, C.1    Celeux, G.2    Diebolt, J.3
  • 27
    • 0036489069 scopus 로고    scopus 로고
    • Bayesian methods for hidden Markov models: recursive computing for the 21st century
    • 799
    • Scott, S. (2002). "Bayesian methods for hidden Markov models: recursive computing for the 21st century." Journal of the American Statistical Association, 97: 337-351. 799
    • (2002) Journal of the American Statistical Association , vol.97 , pp. 337-351
    • Scott, S.1
  • 28
    • 0000720609 scopus 로고
    • A constructive denition of Dirichlet priors
    • 799
    • Sethuraman, J. (1994). "A constructive denition of Dirichlet priors." Statistica Sinica, 4: 639-6650. 799
    • (1994) Statistica Sinica , vol.4 , pp. 639-6650
    • Sethuraman, J.1
  • 31
    • 84867116070 scopus 로고    scopus 로고
    • A Bayesian Nonparametric Approach to Inference for Quantile Regression 795, 804. Journal of Business and Economic Statistics, to appear
    • Taddy, M. and Kottas, A. (2009). "A Bayesian Nonparametric Approach to Inference for Quantile Regression." Journal of Business and Economic Statistics, to appear. 795, 804
    • (2009)
    • Taddy, M.1    Kottas, A.2
  • 32
    • 0032421112 scopus 로고    scopus 로고
    • Regimes and stock-recruitment relationships in Japanese sardine, 1951-1995
    • 803 804 805 807 808
    • Wada, T. and Jacobson, L. D. (1998). "Regimes and stock-recruitment relationships in Japanese sardine, 1951-1995." Canadian Journal of Fisheries and Aquatic Sciences, 55: 2455-2463. 803, 804, 805, 807, 808
    • (1998) Canadian Journal of Fisheries and Aquatic Sciences , vol.55 , pp. 2455-2463
    • Wada, T.1    Jacobson, L.D.2


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