Applied Calculus with R
This textbook integrates scientific programming with the use of R and uses it both as a tool for applied problems and to aid in learning calculus ideas. Adding R, which is free and used widely outside academia, introduces students to programming and expands the types of problems students can engage....
Kaydedildi:
| Yazar: | |
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| Müşterek Yazar: | |
| Materyal Türü: | Elektronik Ekitap |
| Dil: | İngilizce |
| Baskı/Yayın Bilgisi: |
Cham :
Springer International Publishing : Imprint: Springer,
2023.
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| Edisyon: | 1st ed. 2023. |
| Konular: | |
| Online Erişim: | https://doi.org/10.1007/978-3-031-28571-4 |
| Etiketler: |
Etiketle
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İçindekiler:
- A Brief Introduction to R
- Describing a Graph
- The Function Gallery
- I: Change and the Derivative
- How Fast is CO2 Increasing?
- The Idea of the Derivative
- Formulas Quantifying Change.-The Microscope Equation
- Successive Approximations to Estimate Derivatives
- The Derivative Graphically
- The Formal Derivative as a Limit
- Basic Derivative Rules
- Produce Rule
- Quotient Rule
- Chain Rule
- Derivatives with R
- End Behavior of a Function - L'Hospital's Rule
- II: Applications of the Derivative
- How Do We Know the Shape of a Function?
- Finding Extremes
- Optimization
- Derivatives of Functions of Two Variables
- Related Rates
- Surge Function
- Differential Equations - Preliminaries
- Differential Equations - Population Growth Models
- Differential Equations - Predator Prey
- Differential equations - SIR Model
- Project: The Gini Coefficient - Prelude to Section III
- III: Accumulation and the Integral
- Area Under Curves
- The Accumulation Function
- The Fundamental Theorem of Calculus
- Techniques of Integration - The u Substitution
- Techniques of Integration - Integration by Parts
- IV: Appendices - Algebra Review
- Algebra Review - Functions and Graphs
- Algebra Review - Adding and Multiplying Fractions
- Algebra Review - Exponents
- Algebra Review - Lines
- Algebra Review - Expanding, Factoring, and Roots
- Algebra Review - Function Composition
- Glossary
- Answers to Odd Problems
- R Code for Figures.