Computational Methods for Numerical Analysis with R

Computational Methods for Numerical Analysis with R is an overview of traditional numerical analysis topics presented using R. This guide shows how common functions from linear algebra, interpolation, numerical integration, optimization, and differential equations can be implemented in pure R code. Every algorithm described is given with a complete function implementation in R, along with examples to demonstrate the function and its use.



Computational Methods for Numerical Analysis with R is intended for those who already know R, but are interested in learning more about how the underlying algorithms work. As such, it is suitable for statisticians, economists, and engineers, and others with a computational and numerical background.

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Computational Methods for Numerical Analysis with R

Computational Methods for Numerical Analysis with R is an overview of traditional numerical analysis topics presented using R. This guide shows how common functions from linear algebra, interpolation, numerical integration, optimization, and differential equations can be implemented in pure R code. Every algorithm described is given with a complete function implementation in R, along with examples to demonstrate the function and its use.



Computational Methods for Numerical Analysis with R is intended for those who already know R, but are interested in learning more about how the underlying algorithms work. As such, it is suitable for statisticians, economists, and engineers, and others with a computational and numerical background.

69.99 In Stock
Computational Methods for Numerical Analysis with R

Computational Methods for Numerical Analysis with R

by James P Howard, II
Computational Methods for Numerical Analysis with R

Computational Methods for Numerical Analysis with R

by James P Howard, II

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$69.99 
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Overview

Computational Methods for Numerical Analysis with R is an overview of traditional numerical analysis topics presented using R. This guide shows how common functions from linear algebra, interpolation, numerical integration, optimization, and differential equations can be implemented in pure R code. Every algorithm described is given with a complete function implementation in R, along with examples to demonstrate the function and its use.



Computational Methods for Numerical Analysis with R is intended for those who already know R, but are interested in learning more about how the underlying algorithms work. As such, it is suitable for statisticians, economists, and engineers, and others with a computational and numerical background.


Product Details

ISBN-13: 9780367657918
Publisher: CRC Press
Publication date: 09/30/2020
Series: Chapman & Hall/CRC Numerical Analysis and Scientific Computing Series
Pages: 280
Product dimensions: 6.12(w) x 9.19(h) x (d)

About the Author

James P Howard, II

Table of Contents



Preface



Introduction to Numerical Analysis



Error Analysis



Linear Algebra



Interpolation and Extrapolation



Differentiation and Integration



Root Finding and Optimization



Differential Equations



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