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A Generalized QMRA Beta‐Poisson Dose‐Response Model

Author

Listed:
  • Gang Xie
  • Anne Roiko
  • Helen Stratton
  • Charles Lemckert
  • Peter K. Dunn
  • Kerrie Mengersen

Abstract

Quantitative microbial risk assessment (QMRA) is widely accepted for characterizing the microbial risks associated with food, water, and wastewater. Single‐hit dose‐response models are the most commonly used dose‐response models in QMRA. Denoting PI(d) as the probability of infection at a given mean dose d, a three‐parameter generalized QMRA beta‐Poisson dose‐response model, PI(d|α,β,r*), is proposed in which the minimum number of organisms required for causing infection, Kmin, is not fixed, but a random variable following a geometric distribution with parameter 0

Suggested Citation

  • Gang Xie & Anne Roiko & Helen Stratton & Charles Lemckert & Peter K. Dunn & Kerrie Mengersen, 2016. "A Generalized QMRA Beta‐Poisson Dose‐Response Model," Risk Analysis, John Wiley & Sons, vol. 36(10), pages 1948-1958, October.
    • Handle: RePEc:wly:riskan:v:36:y:2016:i:10:p:1948-1958
    DOI: 10.1111/risa.12561
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    References listed on IDEAS

    as
    1. Peter Teunis & Katsuhisa Takumi & Kunihiro Shinagawa, 2004. "Dose Response for Infection by Escherichia coli O157:H7 from Outbreak Data," Risk Analysis, John Wiley & Sons, vol. 24(2), pages 401-407, April.
    2. repec:dau:papers:123456789/5724 is not listed on IDEAS
    3. P. F. M. Teunis & A. H. Havelaar, 2000. "The Beta Poisson Dose‐Response Model Is Not a Single‐Hit Model," Risk Analysis, John Wiley & Sons, vol. 20(4), pages 513-520, August.
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