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Exploring Mathematical Modeling in Biology Through Case Studies and Experimental Activities (Paperback)
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Exploring Mathematical Modeling in Biology Through Case Studies and Experimental Activities (Paperback)
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Exploring Mathematical Modeling in Biology through Case Studies and
Experimental Activities provides supporting materials for courses
taken by students majoring in mathematics, computer science or in
the life sciences. The book's cases and lab exercises focus on
hypothesis testing and model development in the context of real
data. The supporting mathematical, coding and biological background
permit readers to explore a problem, understand assumptions, and
the meaning of their results. The experiential components provide
hands-on learning both in the lab and on the computer. As a
beginning text in modeling, readers will learn to value the
approach and apply competencies in other settings. Included case
studies focus on building a model to solve a particular biological
problem from concept and translation into a mathematical form, to
validating the parameters, testing the quality of the model and
finally interpreting the outcome in biological terms. The book also
shows how particular mathematical approaches are adapted to a
variety of problems at multiple biological scales. Finally, the
labs bring the biological problems and the practical issues of
collecting data to actually test the model and/or adapting the
mathematics to the data that can be collected.
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