Mathematical Models in Biology – Elizabeth Allman – 1st Edition

This introductory textbook focuses on discrete models across a variety of biological subdisciplines, linear and non-linear models of populations, Markov models of molecular evolution, phylogenetic tree construction from DNA sequence data, , and disease models. The book is suitable for at a calculus level, but assumes no calculus. Self-contained development of mathematical topics, such as matrix and probability, is motivated by the biological models. Computer investigations with MATLAB are incorporated throughout, in both exercises and more extensive projects, to give readers hands-on experience with the mathematical models developed.

Focusing on discrete models across a variety of biological subdisciplines, this introductory textbook includes linear and non-linear models of populations, Markov models of molecular evolution, phylogenetic tree construction from DNA sequence data, genetics, and infectious disease models. Assuming no knowledge of calculus, the development of mathematical topics, such as matrix algebra and basic probability, is motivated by the biological models. Computer research with MATLAB is incorporated throughout in exercises and more extensive projects to provide readers with actual experience with the mathematical models.

1. Dynamic modeling with different
2. Linear models of structured populations
3. Non-linear models of interactions
4. Modeling molecular evolution
5. Constructing phylogenic trees
6. Genetics
7. Infectious disease modeling
8. Curve fitting and biological modeling

Appendix A. Basic of numerical data
Appendix B. For further reading.

Title: Mathematical Models in Biology
Author: Elizabeth Allman
Edition: 1st Edition
ISBN: 0521525861 | 9780521525862
Type: eBook
Language: English
General Biology
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