Full Record Display for the EPA National Library Catalog

RECORD NUMBER: 2 OF 3

Main Title R in a nutshell /
Author Adler, Joseph,
Publisher O'Reilly,
Year Published 2012
OCLC Number 757148492
ISBN 9781449312084; 144931208X
Subjects R (Computer program language) ; Mathematical statistics--Data processing ; Mathematics
Holdings
Library Call Number Additional Info Location Last
Modified
Checkout
Status
ESAM  QA276.45.R3A35 2012 Region 10 Library/Seattle,WA 10/06/2021
Edition 2nd ed.
Collation xix, 699 : illustrations ; 23 cm
Notes Previous edition: Sebastapol, Calif.: O'Reilly, 2010. Includes bibliographical references and index. "A desktop quick reference"--Cover.
Contents Notes When professionals are faced with analyzing moderate-to-large data sets, tools like Excel do not have the power or flexibility. R was designed for these situations, with good graphical capabilities and a large, robust library of contributed packages. While most books on R are stiff and academic, this Nutshell guide offers a readable overview of R, and contains a reference for the most commonly used features. R BASICS. Getting and installing R -- The R user interface -- A short R tutorial -- R packages -- THE R LANGUAGE. An overview of the R language -- R syntax -- R objects -- Symbols and environments -- Functions -- Object-oriented programming -- WORKING WITH DATA. Saving, loading, and editing data -- Preparing data -- DATA VISUALIZATION. Graphics -- Lattice graphics -- ggplot2 -- STATISTICS WITH R. Analyzing data -- Probability distributions -- Statistical tests -- Power tests -- Regression models -- Classification models -- Machine learning -- Time series analysis -- ADDITIONAL TOPICS. Optimizing R programs -- Bioconductor -- R and Hadoop -- Appendix: R reference.
Place Published Sebastopol, CA
PUB Date Free Form ©2012
BIB Level m
Medium unmediated
Content text
Carrier volume
Cataloging Source OCLC/T
OCLC Time Stamp 20210928213025
Language eng
Origin OCLC
Type CAT
OCLC Rec Leader 02683cam 2200445Ia 45010