Statistical computing with R /

Computational statistics and statistical computing are two areas that employ computational, graphical, and numerical approaches to solve statistical problems, making the versatile R language an ideal computing environment for these fields. One of the first books on these topics to feature R, Statist...

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Bibliographic Details
Call Number:Libro Electrónico
Main Author: Rizzo, Maria L. (Author)
Format: Electronic eBook
Language:Inglés
Published: Boca Raton, FL : CRC Press, [2007]
Series:Series in computer science and data analysis.
Subjects:
R (Computer program language)
Mathematical statistics > Computer programs.
Mathematical statistics > Data processing.
R (Langage de programmation)
Statistique mathématique > Informatique.
MATHEMATICS > Applied.
MATHEMATICS > Probability & Statistics > General.
Mathematical statistics > Computer programs
Mathematical statistics > Data processing
R > Programm
Statistische Analyse
Programmeertalen.
Statistiek.
Dataprocessing.
R (computerprogramma)
Online Access:Texto completo (Requiere registro previo con correo institucional)
Table of Contents:
  • Probability and statistics review
  • Methods for generating random variables
  • Visualization of multivariate data
  • Monte Carlo integration and variance reduction
  • Monte Carlo methods in inference
  • Bootstrap and jackknife
  • Permutation tests
  • Markov chain Monte Carlo methods
  • Probability density estimation
  • Numerical methods in R
  • A. Notation
  • B. Working with data frames and arrays.

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