Using R for Numerical Analysis in Science and Engineering
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 probl...
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| Formato: | Libro electrónico |
| Idioma: | Inglés |
| Publicado: |
Boca Raton, FL :
Chapman and Hall/CRC
[2018].
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| Edición: | 1st edition |
| Colección: | Chapman & Hall/CRC the R series.
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| Materias: | |
| Ver en Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009672603906719 |
| Sumario: | 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 modelsExplores numerical differentiation, integration, and optimizationDescribes how to find eigenvalues and eigenfunctionsDiscusses interpolation and curve fittingConsiders 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. |
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| Notas: | Description based upon print version of record. |
| Descripción Física: | 1 online resource (356 p.) Also available in print format |
| Bibliografía: | Includes bibliographical references and index. |
| ISBN: | 9781315360492 9781498786621 9781315362861 9781315373799 9781439884492 |
