![]() A discrete, Monte Carlo model of epidemics of influenzavirus infections in a human community is used for illustrative purposes. ![]() In this article, a sensitivity study based on a Latin hypercube (LH) sampling design is compared with a similar study using a full factorial (FF), fixed-point sample. To include more model features and their interactions in a sensitivity study, while limiting computer utilization, various sampling methods have been suggested. ![]() Sometimes, one or two parameters are modified at a time in an ad hoc fashion in an attempt to assess sensitivity. Traditional methods of sensitivity analysis for systems of differential equations do not apply. ![]() However, little is typically known about the sensitivity of such models to changes in the values of the model features. Discrete, algorithmic simulation and Monte Carlo methodologies are currently used in population biology, connectionist cognitive modeling, and physics. ![]()
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