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Psychology

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University of Central Florida

Electronic Theses and Dissertations

2011

Decision trees -- Florida

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Modeling Mass Care Resource Provision Post Hurricane, Tammy Marie Muhs Jan 2011

Modeling Mass Care Resource Provision Post Hurricane, Tammy Marie Muhs

Electronic Theses and Dissertations

Determining the amount of resources needed, specifically food and water, following a hurricane is not a straightforward task. Through this research effort, an estimating tool was developed that takes into account key demographic and evacuation behavioral effects, as well as hurricane storm specifics to estimate the number of meals required for the first fourteen days following a hurricane making landfall in the State of Florida. The Excel based estimating tool was created using data collected from four hurricanes making landfall in Florida during 2004-2005. The underlying model used in the tool is a Regression Decision Tree with predictor variables including …