Ii Howard

Computational Methods for Numerical Analysis with R

• Broschiertes Buch

Produktbeschreibung

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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Produktdetails

• Verlag: Chapman and Hall/CRC
• Seitenzahl: 280
• Erscheinungstermin: 30. September 2020
• Englisch
• Abmessung: 234mm x 156mm x 15mm
• Gewicht: 430g
• ISBN-13: 9780367657918
• ISBN-10: 0367657910
• Artikelnr.: 59988761

Autorenporträt

James P Howard, II

Inhaltsangabe

Preface
Introduction to Numerical Analysis
Error Analysis
Linear Algebra
Interpolation and Extrapolation
Differentiation and Integration
Root Finding and Optimization
Differential Equations
Suggested Reading
Index