메뉴 건너뛰기




Volumn 6, Issue 5, 2011, Pages

A Bayesian framework for parameter estimation in dynamical models

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; BAYES THEOREM; BELGIUM; CONCEPTUAL FRAMEWORK; CONTROLLED STUDY; GEOGRAPHIC DISTRIBUTION; INCIDENCE; INFLUENZA; MATHEMATICAL COMPUTING; MATHEMATICAL MODEL; NETHERLANDS; PORTUGAL; SYSTEMS BIOLOGY; VIRUS TRANSMISSION; THEORETICAL MODEL; UNCERTAINTY;

EID: 79956360995     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0019616     Document Type: Article
Times cited : (51)

References (33)
  • 1
    • 0018656345 scopus 로고
    • Population biology of infectious diseases: Part i
    • Anderson RM, May RM, (1979) Population biology of infectious diseases: Part i. Nature 280: 361-367.
    • (1979) Nature , vol.280 , pp. 361-367
    • Anderson, R.M.1    May, R.M.2
  • 2
    • 34250732163 scopus 로고    scopus 로고
    • Causal system modeling in chronic disease epidemiology: a proposal
    • Ness RB, Koopman JS, Roberts MS, (2007) Causal system modeling in chronic disease epidemiology: a proposal. Annals of Epidemiology 17: 564-8.
    • (2007) Annals of Epidemiology , vol.17 , pp. 564-568
    • Ness, R.B.1    Koopman, J.S.2    Roberts, M.S.3
  • 4
    • 49149126475 scopus 로고    scopus 로고
    • Bayesian melding for estimating uncertainty in national HIV prevalence estimates
    • Alkema L, Raftery AE, Brown T, (2008) Bayesian melding for estimating uncertainty in national HIV prevalence estimates. Sex Transm Infect 84: i11-16.
    • (2008) Sex Transm Infect , vol.84 , pp. 11-16
    • Alkema, L.1    Raftery, A.E.2    Brown, T.3
  • 6
    • 0442293846 scopus 로고    scopus 로고
    • Inference for deterministic simulation models: The bayesian melding approach
    • Poole D, Raftery AE, (2000) Inference for deterministic simulation models: The bayesian melding approach. Journal of the American Statistical Association 95: 1244-1255.
    • (2000) Journal of the American Statistical Association , vol.95 , pp. 1244-1255
    • Poole, D.1    Raftery, A.E.2
  • 7
    • 48249114024 scopus 로고    scopus 로고
    • Real time bayesian estimation of the epidemic potential of emerging infectious diseases
    • Bettencourt LMA, Ribeiro RM, (2008) Real time bayesian estimation of the epidemic potential of emerging infectious diseases. PLoS ONE 3: e2185.
    • (2008) PLoS ONE , vol.3
    • Bettencourt, L.M.A.1    Ribeiro, R.M.2
  • 8
    • 78049443039 scopus 로고    scopus 로고
    • Accelerating bayesian inference over nonlinear differential equations with gaussian processes
    • Calderhead B, Girolami M, Lawrence ND, (2008) Accelerating bayesian inference over nonlinear differential equations with gaussian processes. Neural Information Processing Systems. volume 22.
    • (2008) Neural Information Processing Systems , vol.22
    • Calderhead, B.1    Girolami, M.2    Lawrence, N.D.3
  • 9
    • 54349110857 scopus 로고    scopus 로고
    • Bayesian inference for differential equations
    • Girolami M, (2008) Bayesian inference for differential equations. Theoretical Computer Science 408: 4-16.
    • (2008) Theoretical Computer Science , vol.408 , pp. 4-16
    • Girolami, M.1
  • 11
    • 50549100597 scopus 로고    scopus 로고
    • BioBayes: a software package for bayesian inference in systems biology
    • Vyshemirsky V, Girolami M, (2008) BioBayes: a software package for bayesian inference in systems biology. Bioinformatics 24: 1933-1934.
    • (2008) Bioinformatics , vol.24 , pp. 1933-1934
    • Vyshemirsky, V.1    Girolami, M.2
  • 12
    • 33744475347 scopus 로고    scopus 로고
    • Bayesian sequential inference for stochastic kinetic biochemical network models
    • Golightly A, Wilkinson DJ, (2006) Bayesian sequential inference for stochastic kinetic biochemical network models. Journal of Computational Biology 13: 838851.
    • (2006) Journal of Computational Biology , vol.13 , pp. 838851
    • Golightly, A.1    Wilkinson, D.J.2
  • 13
    • 35549009345 scopus 로고    scopus 로고
    • Bayesian inference for nonlinear multivariate diffusion models observed with error
    • Golightly A, Wilkinson DJ, (2008) Bayesian inference for nonlinear multivariate diffusion models observed with error. Computational Statistics and Data Analysis 52: 16741693.
    • (2008) Computational Statistics and Data Analysis , vol.52 , pp. 16741693
    • Golightly, A.1    Wilkinson, D.J.2
  • 15
    • 79956358916 scopus 로고    scopus 로고
    • A bayesian framework for parameter estimation in dynamical models with applications to forecasting
    • URL precedings.nature.com/documents/4044/version/1
    • Coelho FC, Codeço CT, (2009) A bayesian framework for parameter estimation in dynamical models with applications to forecasting. URL precedings.nature.com/documents/4044/version/1.
    • (2009)
    • Coelho, F.C.1    Codeço, C.T.2
  • 18
    • 79956363253 scopus 로고    scopus 로고
    • Inuenzanet, website (acessed 2011)
    • Inuenzanet website (acessed 2011).
  • 19
    • 79956345458 scopus 로고    scopus 로고
    • Accelerating markov chain monte carlo simulation by differential evolution with self-adaptive randomized subspace sampling
    • Technical report, Citeseer
    • Vrugt JA, ter Braak CJF, Diks CGH, Higdon D, Robinson B, et al. (2008) Accelerating markov chain monte carlo simulation by differential evolution with self-adaptive randomized subspace sampling. Technical report, Citeseer.
    • (2008)
    • Vrugt, J.A.1    ter Braak, C.J.F.2    Diks, C.G.H.3    Higdon, D.4    Robinson, B.5
  • 22
    • 79956370830 scopus 로고    scopus 로고
    • European inuenza surveillance network (eisn)
    • ECDC, (accessed 2011). URL
    • ECDC (2009) European inuenza surveillance network (eisn). (accessed 2011). URL www.ecdc.europa.eu.
    • (2009)
  • 23
    • 79956372913 scopus 로고    scopus 로고
    • Viral shedding and clinical illness in naturally acquired inuenza virus infections
    • Lau LL, Cowling BJ, Fang VJ, Chan KH, Lau EH, et al. (2010) Viral shedding and clinical illness in naturally acquired inuenza virus infections.
    • (2010)
    • Lau, L.L.1    Cowling, B.J.2    Fang, V.J.3    Chan, K.H.4    Lau, E.H.5
  • 24
    • 79956362447 scopus 로고    scopus 로고
    • The role of weather on the relation between inuenza and inuenza-like illness
    • Submitted
    • van Noort SP, Aguas R, Ballesteros S, Gomes MGM, (2011) The role of weather on the relation between inuenza and inuenza-like illness. Submitted.
    • (2011)
    • van Noort, S.P.1    Aguas, R.2    Ballesteros, S.3    Gomes, M.G.M.4
  • 25
    • 77957303110 scopus 로고    scopus 로고
    • Estimating inuenza-related excess mortality and reproduction numbers for seasonal inuenza in norway, 1975-2004
    • Gran JM, Iversen B, Hungnes O, Aalen OO, (2010) Estimating inuenza-related excess mortality and reproduction numbers for seasonal inuenza in norway, 1975-2004. Epidemiology and Infection 138: 1559-1568.
    • (2010) Epidemiology and Infection , vol.138 , pp. 1559-1568
    • Gran, J.M.1    Iversen, B.2    Hungnes, O.3    Aalen, O.O.4
  • 28
    • 0016355478 scopus 로고    scopus 로고
    • A new look at the statistical model identification
    • Akaike H, (2003) A new look at the statistical model identification. Automatic Control, IEEE Transactions on 19: 723 716.
    • (2003) Automatic Control, IEEE Transactions on , vol.19 , pp. 723
    • Akaike, H.1
  • 29
    • 0000120766 scopus 로고
    • Estimating the dimension of a model
    • Schwarz G, (1978) Estimating the dimension of a model. The Annals of Statistics 6: 461-464.
    • (1978) The Annals of Statistics , vol.6 , pp. 461-464
    • Schwarz, G.1
  • 33
    • 64249164652 scopus 로고    scopus 로고
    • The Sage Development Team. Version 4.1.1, accessed 2011
    • Stein W, et al. (2009) Sage Mathematics Software (Version 4.1.1). The Sage Development Team. (accessed 2011).http://www.sagemath.org.
    • (2009) Sage Mathematics Software
    • Stein, W.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.