Title
Exploring Modeling with Data and Differential Equations Using R
Files
Description
Exploring Modeling with Data and Differential Equations Using R provides a unique introduction to differential equations with applications to the biological and other natural sciences. Additionally, model parameterization and simulation of stochastic differential equations are explored, providing additional tools for model analysis and evaluation. This unified framework sits "at the intersection" of different mathematical subject areas, data science, statistics, and the natural sciences. The text throughout emphasizes data science workflows using the R statistical software program and the tidyverse constellation of packages. Only knowledge of calculus is needed; the text’s integrated framework is a stepping stone for further advanced study in mathematics or as a comprehensive introduction to modeling for quantitative natural scientists.
ISBN
9781032259482
Publication Date
11-29-2022
Publisher
Routledge
Disciplines
Applied Mathematics
Recommended Citation
Zobitz, John, "Exploring Modeling with Data and Differential Equations Using R" (2022). Faculty Bookshelf. 84.
https://idun.augsburg.edu/monographs/84