메뉴 건너뛰기




Volumn 53, Issue 11, 2009, Pages 3805-3816

Parameter estimation in a model for misclassified Markov data - a Bayesian approach

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN APPROACHES; BEST CHOICE; CLASSIFICATION RATES; DATA SETS; DIAGNOSTIC TESTING; DISCRETE-TIME; GIBBS SAMPLING; INITIAL GUESS; INITIAL VALUES; LONGITUDINAL DATA; MEDICAL DATA; OBSERVED DATA; PARAMETER IDENTIFIABILITY; SIMULATION STUDIES; TRANSITION PROBABILITIES;

EID: 67349202491     PISSN: 01679473     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.csda.2009.04.002     Document Type: Article
Times cited : (10)

References (21)
  • 1
    • 0028221510 scopus 로고
    • Time series for modelling counts from a relapsing-remitting disease: Application to modelling disease activity in multiple sclerosis
    • Albert P.S., McFarland H.F., Smith M.E., and Frank J.A. Time series for modelling counts from a relapsing-remitting disease: Application to modelling disease activity in multiple sclerosis. Statistics in Medicine 13 (1994) 453-466
    • (1994) Statistics in Medicine , vol.13 , pp. 453-466
    • Albert, P.S.1    McFarland, H.F.2    Smith, M.E.3    Frank, J.A.4
  • 2
    • 0037441443 scopus 로고    scopus 로고
    • Applications of continuous time hidden Markov models to the study of misclassified disease outcomes
    • Bureau A., Shiboski S., and Hughes J.P. Applications of continuous time hidden Markov models to the study of misclassified disease outcomes. Statistics in Medicine 22 (2003) 441-462
    • (2003) Statistics in Medicine , vol.22 , pp. 441-462
    • Bureau, A.1    Shiboski, S.2    Hughes, J.P.3
  • 3
    • 0003107701 scopus 로고    scopus 로고
    • Calculating posterior distributions and modal estimates in Markov mixture models
    • Chib S. Calculating posterior distributions and modal estimates in Markov mixture models. Journal of Econometrics 75 (1996) 79-97
    • (1996) Journal of Econometrics , vol.75 , pp. 79-97
    • Chib, S.1
  • 10
    • 0024996956 scopus 로고
    • Estimation of parasitic infection dynamics when detectability is imperfect
    • Nagelkerke N.J.D., Chunge R.N., and Kinoti S.N. Estimation of parasitic infection dynamics when detectability is imperfect. Statistics in Medicine 9 (1990) 1211-1219
    • (1990) Statistics in Medicine , vol.9 , pp. 1211-1219
    • Nagelkerke, N.J.D.1    Chunge, R.N.2    Kinoti, S.N.3
  • 12
    • 0024610919 scopus 로고
    • A tutorial on hidden Markov models and selected applications in speech recognition
    • Rabiner L.R. A tutorial on hidden Markov models and selected applications in speech recognition. Proceedings of IEEE 77 (1989) 257-284
    • (1989) Proceedings of IEEE , vol.77 , pp. 257-284
    • Rabiner, L.R.1
  • 13
    • 18244378520 scopus 로고    scopus 로고
    • On Bayesian analysis of mixtures with an unknown number of components (with discussion)
    • Richardson S., and Green P.J. On Bayesian analysis of mixtures with an unknown number of components (with discussion). Journal of the Royal Statistical Society-Series B 59 (1997) 731-792
    • (1997) Journal of the Royal Statistical Society-Series B , vol.59 , pp. 731-792
    • Richardson, S.1    Green, P.J.2
  • 14
    • 0000599677 scopus 로고    scopus 로고
    • Mixtures of distributions: Inference and estimation
    • Gilks W., Richardson S., and Spielgelhalter D. (Eds), Chapman and Hall, New York
    • Robert C.P. Mixtures of distributions: Inference and estimation. In: Gilks W., Richardson S., and Spielgelhalter D. (Eds). Markov Chain Monte Carlo in Practice (1996), Chapman and Hall, New York 441-464
    • (1996) Markov Chain Monte Carlo in Practice , pp. 441-464
    • Robert, C.P.1
  • 15
    • 43949174023 scopus 로고
    • Bayesian estimation of hidden Markov models: A stochastic implementation
    • Robert C.P., Celeux G., and Diebolt J. Bayesian estimation of hidden Markov models: A stochastic implementation. Statistics and Probability Letters 16 (1993) 77-83
    • (1993) Statistics and Probability Letters , vol.16 , pp. 77-83
    • Robert, C.P.1    Celeux, G.2    Diebolt, J.3
  • 16
    • 0041724127 scopus 로고    scopus 로고
    • Reparameterization strategies for hidden Markov models and Bayesian approaches to maximum likelihood estimation
    • Robert C.P., and Titterington D.M. Reparameterization strategies for hidden Markov models and Bayesian approaches to maximum likelihood estimation. Statistics and Computing 8 (1998) 145-158
    • (1998) Statistics and Computing , vol.8 , pp. 145-158
    • Robert, C.P.1    Titterington, D.M.2
  • 18
    • 67349236542 scopus 로고    scopus 로고
    • Parameter identifiability issues in a latent Markov model for misclassified binary responses
    • Rosychuk R.J., and Thompson M.E. Parameter identifiability issues in a latent Markov model for misclassified binary responses. Journal of the Iranian Statistical Society 3 (2004) 38-57
    • (2004) Journal of the Iranian Statistical Society , vol.3 , pp. 38-57
    • Rosychuk, R.J.1    Thompson, M.E.2
  • 19
    • 0037529414 scopus 로고    scopus 로고
    • Bias correction of two-state latent markov process parameter estimates under misclassification
    • Rosychuk R.J., and Thompson M.E. Bias correction of two-state latent markov process parameter estimates under misclassification. Statistics in Medicine 22 (2003) 2035-2055
    • (2003) Statistics in Medicine , vol.22 , pp. 2035-2055
    • Rosychuk, R.J.1    Thompson, M.E.2
  • 20
  • 21
    • 67349287959 scopus 로고    scopus 로고
    • MathSoft, Inc. 2000. S-PLUS 2000 Professional Release 3. Seattle: Author
    • MathSoft, Inc. 2000. S-PLUS 2000 Professional Release 3. Seattle: Author


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.