메뉴 건너뛰기




Volumn 7, Issue 3, 2006, Pages 422-437

A two-component model for counts of infectious diseases

Author keywords

Bayesian changepoint model; Epidemic modeling; Reversible jump Markov chain Monte Carlo; Surveillance data

Indexed keywords

ALGORITHM; ARTICLE; BAYES THEOREM; COMMUNICABLE DISEASE; EPIDEMIC; GERMANY; HEALTH SURVEY; HEPATITIS A; HEPATITIS B; HUMAN; MONTE CARLO METHOD; PROBABILITY; SEASON; STATISTICS; VACCINATION;

EID: 33745464275     PISSN: 14654644     EISSN: 14684357     Source Type: Journal    
DOI: 10.1093/biostatistics/kxj016     Document Type: Article
Times cited : (66)

References (37)
  • 2
    • 33745479079 scopus 로고    scopus 로고
    • Zu einer häufung reiseassoziierter hepatitis a unter ägypten-urlaubern
    • October 8, 2004, Robert Koch Institute, Berlin
    • ANONYMOUS (2004). Zu einer Häufung reiseassoziierter Hepatitis A unter Ägypten-Urlaubern. Epidemiologisches Bulletin Nr. 41, October 8, 2004, Robert Koch Institute, Berlin.
    • (2004) Epidemiologisches Bulletin Nr. 41 , vol.41
  • 5
    • 33745434166 scopus 로고    scopus 로고
    • Particle filtering methods for dynamic and static Bayesian problems
    • Green, P. J., Hjort, N. L. and Richardson, S. (eds). Oxford: Oxford University Press
    • BERZUINI, C. AND GILKS, W. R. (2003). Particle filtering methods for dynamic and static Bayesian problems. In Green, P. J., Hjort, N. L. and Richardson, S. (eds), Highly Structured Stochastic Systems. Oxford: Oxford University Press, pp. 207-227.
    • (2003) Highly Structured Stochastic Systems , pp. 207-227
    • Berzuini, C.1    Gilks, W.R.2
  • 7
    • 0001078433 scopus 로고    scopus 로고
    • Bayesian model averaging and model search strategies
    • Bemardo, J. M., Berger, J. O., Dawid, A. P. and Smith A. F. M. (eds). Oxford: Clarendon Press
    • CLYDE, M. (1999). Bayesian model averaging and model search strategies (with discussion). In Bemardo, J. M., Berger, J. O., Dawid, A. P. and Smith A. F. M. (eds), Bayesian Statistics 6. Oxford: Clarendon Press.
    • (1999) Bayesian Statistics , vol.6
    • Clyde, M.1
  • 8
    • 0002837834 scopus 로고
    • Statistical analysis of time series. Some recent developments
    • COX, D. (1981). Statistical analysis of time series. Some recent developments. Scandinavian Journal of Statistics 8, 93-115.
    • (1981) Scandinavian Journal of Statistics , vol.8 , pp. 93-115
    • Cox, D.1
  • 17
    • 33646687960 scopus 로고    scopus 로고
    • Exact and efficient Bayesian inference for multiple changepoint problems
    • in press
    • FEARNHEAD, P. (2006). Exact and efficient Bayesian inference for multiple changepoint problems. Statistics and Computing (in press).
    • (2006) Statistics and Computing
    • Fearnhead, P.1
  • 18
    • 0003220545 scopus 로고    scopus 로고
    • A stochastic model for extinction and recurrence of epidemics: Estimation and inference for measles outbreaks
    • FINKENSTÄDT, B. F., BJORNSTAD, O. N. AND GRENFELL, B. T. (2002). A stochastic model for extinction and recurrence of epidemics: estimation and inference for measles outbreaks. Biostatistics 3, 493-510.
    • (2002) Biostatistics , vol.3 , pp. 493-510
    • Finkenstädt, B.F.1    Bjornstad, O.N.2    Grenfell, B.T.3
  • 19
    • 0042042167 scopus 로고    scopus 로고
    • Efficient sampling from the posterior distribution in generalized linear mixed models
    • GAMERMAN, D. (1997). Efficient sampling from the posterior distribution in generalized linear mixed models. Statistics and Computing 7, 57-68.
    • (1997) Statistics and Computing , vol.7 , pp. 57-68
    • Gamerman, D.1
  • 20
    • 0000954353 scopus 로고    scopus 로고
    • Efficient Metropolis jumping rules
    • Bernardo, J. M., Berger, J. O., Dawid, A. P. and Smith, A. M. F. (eds). Oxford: Oxford University Press
    • GELMAN, A., ROBERTS, G. O. AND GILKS, W. R. (1996). Efficient Metropolis jumping rules. In Bernardo, J. M., Berger, J. O., Dawid, A. P. and Smith, A. M. F. (eds), Bayesian Statistics 5. Oxford: Oxford University Press, pp. 599-607.
    • (1996) Bayesian Statistics , vol.5 , pp. 599-607
    • Gelman, A.1    Roberts, G.O.2    Gilks, W.R.3
  • 21
    • 33745451547 scopus 로고    scopus 로고
    • Probabilistic forecasts, calibration and sharpness
    • Department of Statistics, University of Washington
    • GNEITING, T., BALABDAOUI, F. AND RAFTERY, A. E. (2005). Probabilistic forecasts, calibration and sharpness. Technical Report no. 483. Department of Statistics, University of Washington.
    • (2005) Technical Report No. 483 , vol.483
    • Gneiting, T.1    Balabdaoui, F.2    Raftery, A.E.3
  • 22
    • 20444487144 scopus 로고    scopus 로고
    • Strictly proper scoring rules, prediction, and estimation
    • Department of Statistics, University of Washington
    • GNEITING, T. AND RAFTERY, A. E. (2004). Strictly proper scoring rules, prediction, and estimation. Technical Report no. 463. Department of Statistics, University of Washington.
    • (2004) Technical Report No. 463 , vol.463
    • Gneiting, T.1    Raftery, A.E.2
  • 23
    • 77956889087 scopus 로고
    • Markov chain Monte Carlo computation and Bayesian model determination
    • GREEN, P. J. (1995). Markov chain Monte Carlo computation and Bayesian model determination. Biometrika 82, 711-732.
    • (1995) Biometrika , vol.82 , pp. 711-732
    • Green, P.J.1
  • 25
    • 26844521515 scopus 로고    scopus 로고
    • A statistical framework for the analysis of multivariate infectious disease surveillance data
    • HELD, L., HÖHLE, M. AND HOFMANN, M. (2005). A statistical framework for the analysis of multivariate infectious disease surveillance data. Statistical Modelling 5, 187-199.
    • (2005) Statistical Modelling , vol.5 , pp. 187-199
    • Held, L.1    Höhle, M.2    Hofmann, M.3
  • 26
    • 33745442662 scopus 로고    scopus 로고
    • The R-Package 'surveillance'
    • Department of Statistics, Ludwig-Maximilians-University Munich
    • HÖHLE, M. AND RIEBLER, A. (2005). The R-Package 'surveillance'. Discussion Paper No. 422, SFB 386. Department of Statistics, Ludwig-Maximilians-University Munich. Software available at http://www. statistik.lmu.de/~hoehle/software/surveillance.
    • (2005) Discussion Paper No. 422, SFB 386
    • Höhle, M.1    Riebler, A.2
  • 27
    • 0026641129 scopus 로고
    • Meningococcal disease and influenza like syndrome: A new approach to an old question
    • HUBERT, B., WAITER, L., GARNERIN, P. AND RICHARDSON, S. (1992). Meningococcal disease and influenza like syndrome: a new approach to an old question. The Journal of Infectious Diseases 166, 542-545.
    • (1992) The Journal of Infectious Diseases , vol.166 , pp. 542-545
    • Hubert, B.1    Waiter, L.2    Garnerin, P.3    Richardson, S.4
  • 29
  • 30
    • 0942279639 scopus 로고    scopus 로고
    • A generalized linear mixed models approach for detecting incident clusters of disease in small areas, with an application to biological terrorism
    • KLEINMAN, K., LAZARUS, R. AND PLATT, R. (2004). A generalized linear mixed models approach for detecting incident clusters of disease in small areas, with an application to biological terrorism. American Journal of Epidemiology 159, 217-224.
    • (2004) American Journal of Epidemiology , vol.159 , pp. 217-224
    • Kleinman, K.1    Lazarus, R.2    Platt, R.3
  • 31
    • 0141684911 scopus 로고    scopus 로고
    • A hierarchical model for space-time surveillance data on meningococcal disease incidence
    • KNORR-HELD, L. AND RICHARDSON, S. (2003). A hierarchical model for space-time surveillance data on meningococcal disease incidence. Applied Statistics 52, 169-183.
    • (2003) Applied Statistics , vol.52 , pp. 169-183
    • Knorr-Held, L.1    Richardson, S.2
  • 34
    • 33745440414 scopus 로고    scopus 로고
    • Accessed January 30, 2006
    • ROBERT KOCH INSTITUTE (2005). SurvStat@RKI.http://www3.rki.de/SurvStat. Accessed January 30, 2006.
    • (2005) SurvStat@RKI
  • 36
    • 28044438482 scopus 로고    scopus 로고
    • A review and discussion of prospective statistical surveillance in public health
    • SONESSON, C. AND BOCK, D. (2003). A review and discussion of prospective statistical surveillance in public health. Journal of the Royal Statistical Society Series A 166, 5-21.
    • (2003) Journal of the Royal Statistical Society Series A , vol.166 , pp. 5-21
    • Sonesson, C.1    Bock, D.2
  • 37
    • 0024522612 scopus 로고
    • Detection of aberrations in the occurrence of notifiable diseases surveillance data
    • STROUP, D. F., WILLIAMSON, G. D. AND HERNDON, J. L. (1989). Detection of aberrations in the occurrence of notifiable diseases surveillance data. Statistics in Medicine 8, 323-329.
    • (1989) Statistics in Medicine , vol.8 , pp. 323-329
    • Stroup, D.F.1    Williamson, G.D.2    Herndon, J.L.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.