Modeling and Data Analysis: An Introduction With Environmental Applications

John B. Little

ISBN 10: 1470448696 ISBN 13: 9781470448691

Published by American Mathematical Society, 2019

Language: English

Condition: New Hardcover

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Bibliographic Details

Title

Modeling and Data Analysis: An Introduction With Environmental Applications

Publisher

American Mathematical Society

Publication Date

2019

Language

English

ISBN 10

1470448696

ISBN 13

9781470448691

Binding

Hardcover

Condition

New

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About this title

Synopsis

Can we coexist with the other life forms that have evolved on this planet? Are there realistic alternatives to fossil fuels that would sustainably provide for human society's energy needs and have fewer harmful effects? How do we deal with threats such as emergent diseases? Mathematical models equations of various sorts capturing relationships between variables involved in a complex situation are fundamental for understanding the potential consequences of choices we make. Extracting insights from the vast amounts of data we are able to collect requires analysis methods and statistical reasoning. This book on elementary topics in mathematical modeling and data analysis is intended for an undergraduate liberal arts mathematics -type course but with a specific focus on environmental applications. It is suitable for introductory courses with no prerequisites beyond high school mathematics. A great variety of exercises extends the discussions of the main text to new situations and/or introduces new real-world examples. Every chapter ends with a section of problems, as well as with an extended chapter project which often involves substantial computing work either in spreadsheet software or in the R statistical package.

About the Author

John B. Little: College of the Holy Cross, Worcester, MA

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