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Volumn 32, Issue 2, 1998, Pages 151-173

Ergodicity of Autoregressive Processes with Markov-switching and Consistency of the Maximum-likelihood Estimator

Author keywords

Consistency; Hidden Markov chain; Maximum likelihood; Non linear time series models; Switching models

Indexed keywords


EID: 11744382461     PISSN: 02331888     EISSN: None     Source Type: Journal    
DOI: 10.1080/02331889808802659     Document Type: Article
Times cited : (37)

References (13)
  • 1
    • 0000342467 scopus 로고
    • Statistical inference for probabilistic functions of finite state Markov chains
    • Baum, L. E. and Petrie, T. (1966) Statistical inference for probabilistic functions of finite state Markov chains, Annals of Mathematical statistics, 30, 1554-1563.
    • (1966) Annals of Mathematical Statistics , vol.30 , pp. 1554-1563
    • Baum, L.E.1    Petrie, T.2
  • 2
    • 0003250795 scopus 로고
    • Products of random matrices with applications to Schrödinger operators
    • Birkhäuser
    • Bougerol, P. and Lacroix, J. (1985) Products of random matrices with applications to Schrödinger operators, Progress in probability and statistics, Birkhäuser.
    • (1985) Progress in Probability and Statistics
    • Bougerol, P.1    Lacroix, J.2
  • 6
    • 0001342006 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
  • 9
    • 0001572082 scopus 로고
    • Maximum-likelihood estimation for hidden Markov models
    • Leroux, B. G. (1992) Maximum-likelihood estimation for hidden Markov models, Stochastic Process. Appl., 40, 127-143.
    • (1992) Stochastic Process. Appl. , vol.40 , pp. 127-143
    • Leroux, B.G.1
  • 11
    • 0003570325 scopus 로고
    • Non-negative Matrices and Markov Chains
    • Springer-Verlag
    • Seneta, E. (1981) Non-negative Matrices and Markov Chains, Springer Series in Statistics, Springer-Verlag.
    • (1981) Springer Series in Statistics
    • Seneta, E.1
  • 12
    • 0000607206 scopus 로고
    • Identifiability of finite mixtures
    • Teicher, H. (1963) Identifiability of finite mixtures, Annals of Mathematical statistics, 34, 1265-1269.
    • (1963) Annals of Mathematical Statistics , vol.34 , pp. 1265-1269
    • Teicher, H.1
  • 13
    • 0000167944 scopus 로고
    • Note on the consistency of the maximum likelihood estimate
    • Wald, A. (1949) Note on the consistency of the maximum likelihood estimate, Annals of Mathematical statistics, 20, 595-601.
    • (1949) Annals of Mathematical Statistics , vol.20 , pp. 595-601
    • Wald, A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.