Exploring Modeling with Data and Differential Equations Using R

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

Exploring Modeling with Data and Differential Equations Using R
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