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Volumn 82, Issue 400, 1987, Pages 1032-1041

Non-gaussian state—space modeling of nonstationary time series

Author keywords

Akaike information criterion; Filter; Likelihood; Nonlinear system; Smoothing; Smoothness prior

Indexed keywords


EID: 84950459387     PISSN: 01621459     EISSN: 1537274X     Source Type: Journal    
DOI: 10.1080/01621459.1987.10478534     Document Type: Article
Times cited : (742)

References (24)
  • 1
    • 0000501656 scopus 로고
    • Information Theory and an Extension of the Maximum Likelihood Principle
    • B. N. Petrov and F. Caski, Budapest: Akademiai Kiado
    • Akaike, H. (1973), “Information Theory and an Extension of the Maximum Likelihood Principle,” in Second International Symposium on Information Theory, eds. B. N. Petrov and F. Caski, Budapest: Akademiai Kiado, pp. 267–281.
    • (1973) Second International Symposium on Information Theory , pp. 267-281
    • Akaike, H.1
  • 2
    • 51849177370 scopus 로고
    • Likelihood and Bayes Procedure
    • J. M. Bernardo, M. H. De Groot, D. V. Lindley, and A. F. M. Smith, Valencia, Spain: University Press
    • —— (1980), “Likelihood and Bayes Procedure,” in Bayesian Statistics, eds. J. M. Bernardo, M. H. De Groot, D. V. Lindley, and A. F. M. Smith, Valencia, Spain: University Press, pp. 143–166.
    • (1980) Bayesian Statistics , pp. 143-166
    • Akaike, H.1
  • 5
    • 0015385037 scopus 로고
    • Nonlinear Bayesian Estimation Using Gaussian Sum Approximations
    • Alspach, D. L., and Sorenson, H. W. (1972), “Nonlinear Bayesian Estimation Using Gaussian Sum Approximations,” IEEE Transactions on Automatic Control, 17, 439–448.
    • (1972) IEEE Transactions on Automatic Control , vol.17 , pp. 439-448
    • Alspach, D.L.1    Sorenson, H.W.2
  • 7
    • 0001231547 scopus 로고
    • Digital Synthesis of Nonlinear Filters
    • Buey, R. S., and Senne, K. D. (1971), “Digital Synthesis of Nonlinear Filters, Automatica, 7, 287–289.
    • (1971) Automatica , vol.7 , pp. 287-289
    • Buey, R.S.1    Senne, K.D.2
  • 8
    • 0000589618 scopus 로고
    • A Survey of Statistical Work on the McKenzie River Series of Annual Canadian Lynx Trappings for the Year 1821–1934, and a New Analysis
    • Ser. A
    • Campbell, M. J., and Walker, A. M. (1977), “A Survey of Statistical Work on the McKenzie River Series of Annual Canadian Lynx Trappings for the Year 1821–1934, and a New Analysis,” Journal of the Royal Statistical Society, Ser. A, 140, 411–431.
    • (1977) Journal of the Royal Statistical Society , vol.140 , pp. 411-431
    • Campbell, M.J.1    Walker, A.M.2
  • 10
    • 0000157472 scopus 로고
    • The Prediction of Time Series With Trends and Seasonalities
    • Gersch, W., and Kitagawa, G. (1983), “The Prediction of Time Series With Trends and Seasonalities,” Journal of Business á Economic Statistics, 1, 253–264.
    • (1983) Journal of Business á Economic Statistics , vol.1 , pp. 253-264
    • Gersch, W.1    Kitagawa, G.2
  • 13
  • 14
    • 84986734550 scopus 로고
    • A Nonstationary Time Series Model and Its Fitting by a Recursive Filter
    • Kitagawa, G. (1981), “A Nonstationary Time Series Model and Its Fitting by a Recursive Filter,” Journal of Time Series Analysis, 2, 103–116.
    • (1981) Journal of Time Series Analysis , vol.2 , pp. 103-116
    • Kitagawa, G.1
  • 16
    • 84950428388 scopus 로고
    • A Smoothness Priors–State Space Modeling of Time Series With Trend and Seasonality
    • Kitagawa, G., and Gersch, W. (1984), “A Smoothness Priors–State Space Modeling of Time Series With Trend and Seasonality,” Journal of the American Statistical Association, 79, 378–389.
    • (1984) Journal of the American Statistical Association , vol.79 , pp. 378-389
    • Kitagawa, G.1    Gersch, W.2
  • 17
    • 0021819423 scopus 로고
    • A Smoothness Priors Long AR Model Method for Spectrum Estimation
    • —— (1985a), “A Smoothness Priors Long AR Model Method for Spectrum Estimation,” IEEE Transactions on Automatic Control, 30, 57–65.
    • (1985) IEEE Transactions on Automatic Control , vol.30 , pp. 57-65
    • Kitagawa, G.1    Gersch, W.2
  • 18
    • 0021819062 scopus 로고
    • A Smoothness Priors-Time Varying AR Coefficient Modeling of Nonstationary Covariance Time Series
    • —— (1985b), “A Smoothness Priors-Time Varying AR Coefficient Modeling of Nonstationary Covariance Time Series,” IEEE Transactions on Automatic Control, 30, 48–56.
    • (1985) IEEE Transactions on Automatic Control , vol.30 , pp. 48-56
    • Kitagawa, G.1    Gersch, W.2
  • 19
    • 0022075812 scopus 로고
    • Extraction of Signal by a Time Series Model and Screening Out Micro Earthquakes
    • Kitagawa, G., and Takanami, T. (1985), “Extraction of Signal by a Time Series Model and Screening Out Micro Earthquakes,” Signal Processing, 8, 303–314.
    • (1985) Signal Processing , vol.8 , pp. 303-314
    • Kitagawa, G.1    Takanami, T.2
  • 20
    • 0002349437 scopus 로고
    • A Bayesian Cohort Model for Standard Cohort Table Analysis
    • (in Japanese)
    • Nakamura, T. (1982), “A Bayesian Cohort Model for Standard Cohort Table Analysis,” Proceedings of the Institute of Statistical Mathematics, 29, 77–99 (in Japanese).
    • (1982) Proceedings of the Institute of Statistical Mathematics , vol.29 , pp. 77-99
    • Nakamura, T.1
  • 21
    • 0012476607 scopus 로고
    • A Distributed Lag Estimator Derived From Smoothness Priors
    • Shiller, R. (1973), “A Distributed Lag Estimator Derived From Smoothness Priors,” Econometrica, 41, 775–788.
    • (1973) Econometrica , vol.41 , pp. 775-788
    • Shiller, R.1
  • 22
    • 84986782863 scopus 로고
    • A Note on Using Threshold Autoregressive Models for Multi-Step-Ahead Prediction of Cyclical Data
    • Tong, H. (1982), “A Note on Using Threshold Autoregressive Models for Multi-Step-Ahead Prediction of Cyclical Data,” Journal of Time Series Analysis, 3, 137–140.
    • (1982) Journal of Time Series Analysis , vol.3 , pp. 137-140
    • Tong, H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.