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Performing a Quantitative Microbial Risk Analysis Using Second-Order Monte Carlo Simulation

机译:使用二阶蒙特卡洛模拟进行定量微生物风险分析

摘要

Quantitative microbial risk analysis modelling is increasingly being used in food safety as a tool to evaluate health risks. Accurately forming such models can be very difficult due to the uncertainty in the available data. Second order Monte Carlo simulation allows for the inclusion of this uncertainty and separates it from the variability incorporated in the model. This modelling process is illustrated by performing a simple risk assessment on the infection of Campylobacter during chicken preparation at a typical New Zealand barbecue.
机译:定量微生物风险分析模型越来越多地在食品安全中用作评估健康风险的工具。由于可用数据的不确定性,准确地形成这样的模型可能非常困难。二阶蒙特卡洛模拟允许包含此不确定性,并将其与模型中包含的可变性分开。通过在典型的新西兰烤肉店进行鸡准备过程中对弯曲杆菌感染进行简单的风险评估来说明此建模过程。

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