Howard, II Computational Methods for Numerical Analysis with R

1. Auflage 2017
ISBN: 978-1-4987-2364-0
Verlag: CRC Press
Format: PDF
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)

E-Book, Englisch, 277 Seiten

Reihe: Chapman & Hall/CRC Numerical Analysis and Scientific Computing Series

This book provides an overview of the standard topics of numerical analysis but uses R as the underlying programming language. There are many textbooks for numerical analysis, many of them using MATLAB, but many people are now increasingly using R. This book covers the major topics – including error analysis, linear algebra, interpolation, integration, optimization, and differential equations – focussing in depth on a selection of sub-topics, with simple examples and R code integrated throughout. It is not intended to be a comprehensive textbook, but a reference to enable readers to get started on using R for numerical analysis.

Autoren/Hrsg.

Howard, II, James P

Fachgebiete

• Mathematik | Informatik Mathematik Mathematik Allgemein Zahlensysteme
• Mathematik | Informatik Mathematik Stochastik

Inhaltsverzeichnis

Preface

Introduction to Numerical Analysis

Error Analysis

Linear Algebra

Interpolation and Extrapolation

Differentiation and Integration

Root Finding and Optimization

Differential Equations

Suggested Reading

Index