Other Templates

Pre-Built Models for Common Scenarios

Load any template directly from the 'Monte Carlo Model Setup' tab in the Live Demo. Study the formulas, modify parameters, and run simulations to understand the modeling approach.

1. Salmonella in Whole Chickens

Scenario: Risk assessment from retail to consumption.

Complexity: Advanced

→ Open in Live Demo

Key Learning Points:

  • Incidence-based modeling with Bernoulli distributions.
  • Conditional growth during transport using ifelse() logic.
  • Thermal inactivation with log-reduction factors.
  • Cross-contamination during serving.
  • Clear separation of Variability (V) and Uncertainty (U) types.

2. Listeria in RTE Foods

Scenario: Listeria monocytogenes in ready-to-eat foods with prevalence uncertainty.

Complexity: Intermediate

→ Open in Live Demo

Key Learning Points:

  • Parameter uncertainty (type="U") for prevalence and dose-response.
  • Using Beta distributions for probabilities.
  • Exponential and Beta-Poisson dose-response models.
  • How U and V types propagate in calculations.

More templates (E. coli in Ground Beef, Cryptosporidium in Water) are available within the application.

Click here for other Templates and Case Studies in details

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