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Volumn 15, Issue 5, 2006, Pages 423-444

Online updating of space-time disease surveillance models via particle filters

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHM; ARTICLE; CLUSTER ANALYSIS; COMMUNICABLE DISEASE; COMPUTER SIMULATION; EPIDEMIOLOGY; HEALTH SURVEY; HUMAN; MONTE CARLO METHOD; ONLINE SYSTEM; PROBABILITY; STATISTICAL MODEL; UNITED STATES;

EID: 39049196166     PISSN: 09622802     EISSN: None     Source Type: Journal    
DOI: 10.1177/0962280206071640     Document Type: Article
Times cited : (12)

References (20)
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  • 4
    • 33745434166 scopus 로고    scopus 로고
    • Particle filtering methods for dynamic and static Bayesian problems
    • In Green PJ, Hjort NL, Richardson S eds. Oxford University Press
    • Berzuini C, Gilks WR. Particle filtering methods for dynamic and static Bayesian problems. In Green PJ, Hjort NL, Richardson S eds. Highly Structured Stochastic Systems. Oxford University Press, 2003.
    • (2003) Highly Structured Stochastic Systems
    • Berzuini, C.1    Gilks, W.R.2
  • 7
    • 0000458272 scopus 로고
    • Using the SIR algorithm to simulate posterior distributions
    • In Bernardo JM, DeGroot MH, Lindley DV, Smith AFM eds. Oxford University Press
    • Rubin DB. Using the SIR algorithm to simulate posterior distributions In Bernardo JM, DeGroot MH, Lindley DV, Smith AFM eds. Bayesian Statistics 3. Oxford University Press, 1988.
    • (1988) Bayesian Statistics 3
    • Rubin, D.B.1
  • 9
    • 2942624657 scopus 로고    scopus 로고
    • RESAMPLE-MOVE filtering with cross-model jumps
    • In Doucet A, de Freitas N, Gordon N eds. Springer
    • Berzuini C, Gilks WR. RESAMPLE-MOVE filtering with cross-model jumps. In Doucet A, de Freitas N, Gordon N eds. Sequential Monte Carlo Methods in Practice. Springer, 2001.
    • (2001) Sequential Monte Carlo Methods in Practice
    • Berzuini, C.1    Gilks, W.R.2
  • 10
    • 0016747721 scopus 로고
    • Indirect standardisation and multiplicative models of rates with reference to the age adjustment of cancer incidence and relative frequency data
    • Breslow NE, Day NE. Indirect standardisation and multiplicative models of rates with reference to the age adjustment of cancer incidence and relative frequency data. Journal of Chronic Diseases 1975; 28: 289-303.
    • (1975) Journal of Chronic Diseases , vol.28 , pp. 289-303
    • Breslow, N.E.1    Day, N.E.2
  • 11
    • 28344449679 scopus 로고
    • A Bayesian image restoration, with two applications in spatial statistics (with discussion)
    • Besag J, York J, Mollié A. A Bayesian image restoration, with two applications in spatial statistics (with discussion). Annals of the Institute of Statistical Mathematics 1991; 43: 1-59.
    • (1991) Annals of the Institute of Statistical Mathematics , vol.43 , pp. 1-59
    • Besag, J.1    York, J.2    Mollié, A.3
  • 12
  • 13
    • 0034665770 scopus 로고    scopus 로고
    • Bayesian modelling of inseparable space-time variation in disease risk
    • Knorr-Held L. Bayesian modelling of inseparable space-time variation in disease risk. Statistics in Medicine 2000; 19: 2555-2567.
    • (2000) Statistics in Medicine , vol.19 , pp. 2555-2567
    • Knorr-Held, L.1
  • 14
    • 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 KP, Lazarus R, Platt R. 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 2004; 159: 217-224.
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    • Kleinman, K.P.1    Lazarus, R.2    Platt, R.3
  • 18
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    • A sequential particle filter method for static models
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  • 19
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    • Lawson AB. Some considerations in spatial-temporal analysis of public health surveillance data. In Brookmeyer R, Stroup DF eds. Monitoring the Health of Populations. Oxford University Press, 2004.
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  • 20
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    • Monitoring changes in spatio-temporal maps of disease
    • to appear
    • Vidal Rodeiro CL, Lawson AB. Monitoring changes in spatio-temporal maps of disease. Biometrical Journal 2006; to appear.
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.