R For College Mathematics and Statistics

R For College Mathematics and Statistics
ePUB
  • eBook:
    R For College Mathematics and Statistics
  • Author:
    Thomas Pfaff
  • Edition:
    1 edition
  • Categories:
  • Data:
    April 22, 2019
  • ISBN:
    0367196859
  • ISBN-13:
    9780367196851
  • Language:
    English
  • Pages:
    338 pages
  • Format:
    ePUB

Book Description
R for College Mathematics and Statistics encourages the use of R in mathematics and statistics courses. Instructors are no longer limited to "nice" functions in calculus classes. They can require reports and homework with graphs. They can do simulations and experiments. R can be useful for student projects, for creating graphics for teaching, as well as for scholarly work. This book presents ways R, which is freely available, can enhance the teaching of mathematics and statistics.
R has the potential to help students learn mathematics due to the need for precision, understanding of symbols and functions, and the logical nature of code. Moreover, the text provides students the opportunity for experimenting with concepts in any mathematics course.
Features:
  • Does not require previous experience with R
  • Promotes the use of R in typical mathematics and statistics course work
  • Organized by mathematics topics
  • Utilizes an example-based approach
  • Chapters are largely independent of each other

Content

1. Getting Started
2. Functions and Their Graphs
3. Graphing
4. Polynomials
5. Sequences, Series, and Limits
6. Calculating Derivatives
7. Riemann Sums and Integration
8. Planes, Surfaces, Rotations, and Solids
9. Curve Fitting
10. Simulation
11. The Central Limit Theorem and Z-test
12. The T-Test
13. Testing Proportions
14. Linear Regression
15. Nonparametric Statistical Tests
16. Miscellaneous Statistical Tests
17. Matrices
18. Differential Equations
19. Some Discrete Mathematics

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