메뉴 건너뛰기




Volumn 12, Issue 6, 2012, Pages 551-578

An application of Bayesian growth mixture modelling to estimate infection incidences from repeated serological tests

Author keywords

diagnostic tests; growth mixture model; Hidden Markov model; latent variable; visceral leishmaniasis

Indexed keywords


EID: 84871136174     PISSN: 1471082X     EISSN: 14770342     Source Type: Journal    
DOI: 10.1177/1471082X12465797     Document Type: Article
Times cited : (3)

References (30)
  • 1
    • 84871136729 scopus 로고    scopus 로고
    • Technical report, University Valencia
    • Bayarri MJ,Castellanos METechnical report, University Valencia; 2004:.
    • (2004)
    • Bayarri, M.J.1    Castellanos, M.E.2
  • 4
    • 33749677074 scopus 로고    scopus 로고
    • A meta-analysis of the diagnostic performance of the direct agglutination test and rk39 dipstick for visceral leishmaniasis
    • Chappuis F,Rijal S,Soto A,Menten J,Boelaert M.A meta-analysis of the diagnostic performance of the direct agglutination test and rk39 dipstick for visceral leishmaniasis.British Medical Journal. 2006;333 (7571): 723-28.
    • (2006) British Medical Journal , vol.333 , Issue.7571 , pp. 723-728
    • Chappuis, F.1    Rijal, S.2    Soto, A.3    Menten, J.4    Boelaert, M.5
  • 7
    • 0033635019 scopus 로고    scopus 로고
    • Estimation of operating characteristics for dependent diagnostic tests based on latent Markov models
    • Cook RJ,Ng ET,Meade MO.Estimation of operating characteristics for dependent diagnostic tests based on latent Markov models.Biometrics. 2000;56 (4): 1109-117.
    • (2000) Biometrics , vol.56 , Issue.4 , pp. 1109-1117
    • Cook, R.J.1    Ng, E.T.2    Meade, M.O.3
  • 11
    • 0029901120 scopus 로고    scopus 로고
    • Analysis of serological surveys using mixture models: application to a survey of parvovirus B19
    • Gay NJ.Analysis of serological surveys using mixture models: application to a survey of parvovirus B19.Statistics in Medicine. 1996;15 (14): 1567-73.
    • (1996) Statistics in Medicine , vol.15 , Issue.14 , pp. 1567-1573
    • Gay, N.J.1
  • 12
    • 0004012196 scopus 로고    scopus 로고
    • (2nd edn) Boca Raton, FL: Chapman and Hall/CRC.;, Boca Raton, FL: Chapman and Hall/CRC
    • Gelman A,Carlin JB,Stern HS,Rubin DBBayesian Data Analysis. 2004) Bayesian Data Analysis (2nd edn) Boca Raton, FL: Chapman and Hall/CRC.Boca Raton, FL: Chapman and Hall/CRC; 2004:.
    • (2004) Bayesian Data Analysis
    • Gelman, A.1    Carlin, J.B.2    Stern, H.S.3    Rubin, D.B.4
  • 13
    • 84865371361 scopus 로고    scopus 로고
    • A weakly informative default prior distribution for logistic and other regression models
    • Gelman A,Jakulin A,Pittau MG,Su Y-S.A weakly informative default prior distribution for logistic and other regression models.Annals of Applied Statistics. 2008;4 (2): 1360-83.
    • (2008) Annals of Applied Statistics , vol.4 , Issue.2 , pp. 1360-1383
    • Gelman, A.1    Jakulin, A.2    Pittau, M.G.3    Su, Y.-S.4
  • 14
    • 25444484077 scopus 로고    scopus 로고
    • Posterior predictive assessment of model fitness via realized discrepancies
    • Gelman A,Meng X-L,Stern H.Posterior predictive assessment of model fitness via realized discrepancies.Statistica Sinica. 1996;6:733-807.
    • (1996) Statistica Sinica , vol.6 , pp. 733-807
    • Gelman, A.1    Meng, X.-L.2    Stern, H.3
  • 15
    • 84972492387 scopus 로고
    • Inference from iterative simulation using multiple sequences
    • Gelman A,Rubin DB.Inference from iterative simulation using multiple sequences.Statistical Science. 1992;7 (4): 457-72.
    • (1992) Statistical Science , vol.7 , Issue.4 , pp. 457-472
    • Gelman, A.1    Rubin, D.B.2
  • 16
    • 43449135011 scopus 로고    scopus 로고
    • Modelling stochastic order in the analysis of receiver operating characteristic data: Bayesian non-parametric approaches
    • Hanson TE,Kottas A,Branscum AJ.Modelling stochastic order in the analysis of receiver operating characteristic data: Bayesian non-parametric approaches.JRSS-C (Applied Statististics). 2008;57 (2): 207-25.
    • (2008) JRSS-C (Applied Statististics) , vol.57 , Issue.2 , pp. 207-225
    • Hanson, T.E.1    Kottas, A.2    Branscum, A.J.3
  • 20
    • 80052860563 scopus 로고    scopus 로고
    • A Bayesian growth mixture model to examine maternal hypertension and birth outcomes
    • Neelon B,Swamy GK,Burgette LF,Miranda ML.A Bayesian growth mixture model to examine maternal hypertension and birth outcomes.Statistics in Medicine. 2011;30 (22): 2721-35.
    • (2011) Statistics in Medicine , vol.30 , Issue.22 , pp. 2721-2735
    • Neelon, B.1    Swamy, G.K.2    Burgette, L.F.3    Miranda, M.L.4
  • 21
    • 34447291873 scopus 로고    scopus 로고
    • Bayesian mixture models for within-herd prevalence estimates of bovine paratuberculosis based on a continuous ELISA response
    • Nielsen SS,Toft N,Jørgensen E,Bibby BM.Bayesian mixture models for within-herd prevalence estimates of bovine paratuberculosis based on a continuous ELISA response.Preventive Veterinary Medicine. 2007;81 (4): 290-305.
    • (2007) Preventive Veterinary Medicine , vol.81 , Issue.4 , pp. 290-305
    • Nielsen, S.S.1    Toft, N.2    Jørgensen, E.3    Bibby, B.M.4
  • 24
    • 45849088346 scopus 로고    scopus 로고
    • Penalized loss functions for Bayesian model comparison
    • Plummer B.Penalized loss functions for Bayesian model comparison.Biostatistics. 2008;9 (3): 523-39.
    • (2008) Biostatistics , vol.9 , Issue.3 , pp. 523-539
    • Plummer, B.1
  • 28
    • 79955065347 scopus 로고    scopus 로고
    • Markov switching Dirichlet process mixture regression
    • Taddy MA,Kottas A.Markov switching Dirichlet process mixture regression.Bayesian Analysis. 2009;4 (4): 793-816.
    • (2009) Bayesian Analysis , vol.4 , Issue.4 , pp. 793-816
    • Taddy, M.A.1    Kottas, A.2
  • 29
    • 27644546738 scopus 로고    scopus 로고
    • Continuous-data diagnostic tests for paratuberculosis as a multistage disease
    • Toft N,Nielsen SS,Jørgensen E.Continuous-data diagnostic tests for paratuberculosis as a multistage disease.Journal of Dairy Science. 2005;88 (11): 3923-31.
    • (2005) Journal of Dairy Science , vol.88 , Issue.11 , pp. 3923-3931
    • Toft, N.1    Nielsen, S.S.2    Jørgensen, E.3
  • 30
    • 7044254507 scopus 로고    scopus 로고
    • Central memory T cells mediate long-term immunity to Leishmania major in the absence of persistent parasites
    • Zaph C,Uzonna J,Beverley SM,Scott P.Central memory T cells mediate long-term immunity to Leishmania major in the absence of persistent parasites.Nature Medicine. 2004;10 (10): 1104-10.
    • (2004) Nature Medicine , vol.10 , Issue.10 , pp. 1104-1110
    • Zaph, C.1    Uzonna, J.2    Beverley, S.M.3    Scott, P.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.