Using R for Numerical Analysis in Science and Engineering

Nonfiction, Science & Nature, Mathematics, Number Systems, Statistics
Cover of the book Using R for Numerical Analysis in Science and Engineering by Victor A. Bloomfield, CRC Press
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Victor A. Bloomfield ISBN: 9781315360492
Publisher: CRC Press Publication: September 3, 2018
Imprint: Chapman and Hall/CRC Language: English
Author: Victor A. Bloomfield
ISBN: 9781315360492
Publisher: CRC Press
Publication: September 3, 2018
Imprint: Chapman and Hall/CRC
Language: English

Instead of presenting the standard theoretical treatments that underlie the various numerical methods used by scientists and engineers, Using R for Numerical Analysis in Science and Engineering shows how to use R and its add-on packages to obtain numerical solutions to the complex mathematical problems commonly faced by scientists and engineers. This practical guide to the capabilities of R demonstrates Monte Carlo, stochastic, deterministic, and other numerical methods through an abundance of worked examples and code, covering the solution of systems of linear algebraic equations and nonlinear equations as well as ordinary differential equations and partial differential equations. It not only shows how to use R’s powerful graphic tools to construct the types of plots most useful in scientific and engineering work, but also:

  • Explains how to statistically analyze and fit data to linear and nonlinear models
  • Explores numerical differentiation, integration, and optimization
  • Describes how to find eigenvalues and eigenfunctions
  • Discusses interpolation and curve fitting
  • Considers the analysis of time series

Using R for Numerical Analysis in Science and Engineering provides a solid introduction to the most useful numerical methods for scientific and engineering data analysis using R.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

Instead of presenting the standard theoretical treatments that underlie the various numerical methods used by scientists and engineers, Using R for Numerical Analysis in Science and Engineering shows how to use R and its add-on packages to obtain numerical solutions to the complex mathematical problems commonly faced by scientists and engineers. This practical guide to the capabilities of R demonstrates Monte Carlo, stochastic, deterministic, and other numerical methods through an abundance of worked examples and code, covering the solution of systems of linear algebraic equations and nonlinear equations as well as ordinary differential equations and partial differential equations. It not only shows how to use R’s powerful graphic tools to construct the types of plots most useful in scientific and engineering work, but also:

Using R for Numerical Analysis in Science and Engineering provides a solid introduction to the most useful numerical methods for scientific and engineering data analysis using R.

More books from CRC Press

Cover of the book Aging by Victor A. Bloomfield
Cover of the book Introduction To Ultrahigh Energy Cosmic Ray Physics by Victor A. Bloomfield
Cover of the book Geoscientific Research in Northeast Africa by Victor A. Bloomfield
Cover of the book The Neuroendocrine Immune Network by Victor A. Bloomfield
Cover of the book Smoke in Food Processing by Victor A. Bloomfield
Cover of the book Design Data for Rectangular Beams and Slabs to BS 8110: Part 1 by Victor A. Bloomfield
Cover of the book Statistical Analysis of Reliability and Life-Testing Models by Victor A. Bloomfield
Cover of the book Medical Leadership by Victor A. Bloomfield
Cover of the book Bayesian Inference for Stochastic Processes by Victor A. Bloomfield
Cover of the book Handbook of Methods in Aquatic Microbial Ecology by Victor A. Bloomfield
Cover of the book Graph Searching Games and Probabilistic Methods by Victor A. Bloomfield
Cover of the book Advanced Mathematical Techniques in Engineering Sciences by Victor A. Bloomfield
Cover of the book Physical Modelling in Geotechnics, Volume 1 by Victor A. Bloomfield
Cover of the book Official (ISC)2 Guide to the CISSP CBK by Victor A. Bloomfield
Cover of the book The Crime Numbers Game by Victor A. Bloomfield
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy