Main Title |
Statistical computing with R / |
Author |
Rizzo, Maria L.
|
Publisher |
Chapman & Hall/CRC, |
Year Published |
2008 |
OCLC Number |
165958428 |
ISBN |
9781584885450; 1584885459 |
Subjects |
Mathematical statistics--Data processing ;
R (Computer program language) ;
Programmeertalen ;
Statistiek ;
R (computerprogramma) ;
R (Programm)--(DE-588)4705956-4 ;
Statistische Analyse--(DE-588)4116599-8 ;
R
|
Internet Access |
|
Holdings |
Library |
Call Number |
Additional Info |
Location |
Last Modified |
Checkout Status |
EKBM |
QA276.45.R3R59 2008 |
|
Research Triangle Park Library/RTP, NC |
02/24/2009 |
|
Collation |
xvi, 399 pages : illustrations ; 25 cm. |
Notes |
Includes bibliographical references (pages 375-393) and index. |
Contents Notes |
"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, Statistical Computing with R covers the traditional core material of computational statistics, with an emphasis on using the R language via an examples-based approach. It includes R code for all examples and R notes to help explain the R programming concepts." "Focusing on implementation rather than theory, this text serves as a balanced, accessible introduction to computational statistics and statistical computing."--Jacket. 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. |
Place Published |
Boca Raton |
Title Ser Add Ent |
Series in computer science and data analysis. |
PUB Date Free Form |
c2008 |
Series Title Untraced |
Chapman & Hall/CRC computer science and data analysis series |
BIB Level |
m |
Cataloging Source |
OCLC/T |
LCCN |
2007034218 |
Merged OCLC records |
149649890 |
OCLC Time Stamp |
20090218155528 |
Language |
eng |
Origin |
OCLC |
Type |
CAT |
OCLC Rec Leader |
01514cam 2200397 a 45020 |