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Volumn 84, Issue 3, 1997, Pages 669-684

Monte Carlo maximum likelihood estimation for non-Gaussian state space models

Author keywords

Antithetic variable; Control variable; Exponential family distribution; Heavy tailed distribution; Importance sampling; Kalman filtering and smoothing; Monte Carlo simulation; Non Gaussian time series model

Indexed keywords


EID: 0000094018     PISSN: 00063444     EISSN: None     Source Type: Journal    
DOI: 10.1093/biomet/84.3.669     Document Type: Article
Times cited : (273)

References (15)
  • 3
    • 0001325243 scopus 로고
    • The simulation smoother for time series models
    • DE JONG, P. & SHEPHARD, N. (1995). The simulation smoother for time series models. Biometrika 82, 339-50.
    • (1995) Biometrika , vol.82 , pp. 339-350
    • De Jong, P.1    Shephard, N.2
  • 4
    • 0000350343 scopus 로고
    • Posterior mode estimation by extended Kalman filtering for multivariate dynamic generalised linear models
    • FAHRMEIR, L. (1992). Posterior mode estimation by extended Kalman filtering for multivariate dynamic generalised linear models. J. Am. Statist. Assoc. 87, 501-9.
    • (1992) J. Am. Statist. Assoc. , vol.87 , pp. 501-509
    • Fahrmeir, L.1
  • 5
    • 0000761371 scopus 로고
    • Applied state space modelling of non-Gaussian time series using integration-based Kalman filtering
    • FRÜHWIRTH-SCHNATTER, S. (1994). Applied state space modelling of non-Gaussian time series using integration-based Kalman filtering. Statist. Comp. 4, 259-69.
    • (1994) Statist. Comp. , vol.4 , pp. 259-269
    • Frühwirth-Schnatter, S.1
  • 8
    • 84950459387 scopus 로고
    • Non-Gaussian state-space modelling of nonstationary time series
    • KITAGAWA, G. (1987). Non-Gaussian state-space modelling of nonstationary time series (with Discussion). J. Am. Statist. Assoc. 82, 1032-63.
    • (1987) J. Am. Statist. Assoc. , vol.82 , pp. 1032-1063
    • Kitagawa, G.1
  • 9
    • 77957888330 scopus 로고
    • Disturbance smoother for state space models
    • KOOPMAN, S. J. (1993). Disturbance smoother for state space models. Biometrika 80, 117-26.
    • (1993) Biometrika , vol.80 , pp. 117-126
    • Koopman, S.J.1
  • 12
    • 0003258788 scopus 로고    scopus 로고
    • Likelihood analysis of non-Gaussian measurement time series
    • SHEPHARD, N. & PITT, M. K. (1997). Likelihood analysis of non-Gaussian measurement time series. Biometrika 84, 653-67.
    • (1997) Biometrika , vol.84 , pp. 653-667
    • Shephard, N.1    Pitt, M.K.2
  • 13
    • 0003053548 scopus 로고
    • Bayesian computations via the Gibbs sampler and related Markov chain Monte Carlo methods
    • SMITH, A. F. M. & ROBERTS, G. O. (1993). Bayesian computations via the Gibbs sampler and related Markov chain Monte Carlo methods (with accompanying papers and Discussion). J. R. Statist. Soc. B 55, 3-102.
    • (1993) J. R. Statist. Soc. B , vol.55 , pp. 3-102
    • Smith, A.F.M.1    Roberts, G.O.2
  • 15
    • 84919201360 scopus 로고
    • Dynamic generalized linear models and Bayesian forecasting
    • WEST, M., HARRISON, P. J. & MIGON, H. S. (1985). Dynamic generalized linear models and Bayesian forecasting (with Discussion). J. Am. Statist. Assoc. 80, 73-97.
    • (1985) J. Am. Statist. Assoc. , vol.80 , pp. 73-97
    • West, M.1    Harrison, P.J.2    Migon, H.S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.