Computational Statistics with R

CR Rao editor Marepalli B Rao editor

Format:Hardback

Publisher:Elsevier Science & Technology

Published:25th Nov '14

Currently unavailable, and unfortunately no date known when it will be back

Computational Statistics with R cover

Providing core training in R for a successful career in statistics practice

R is open source statistical computing software. Since the R core group was formed in 1997, R has been extended by a very large number of packages with extensive documentation along with examples freely available on the internet. It offers a large number of statistical and numerical methods and graphical tools and visualization of extraordinarily high quality. R was recently ranked in 14th place by the Transparent Language Popularity Index and 6th as a scripting language, after PHP, Python, and Perl. The book is designed so that it can be used right away by novices while appealing to experienced users as well. Each article begins with a data example that can be downloaded directly from the R website. Data analysis questions are articulated following the presentation of the data. The necessary R commands are spelled out and executed and the output is presented and discussed. Other examples of data sets with a different flavor and different set of commands but following the theme of the article are presented as well. Each chapter predents a hands-on-experience. R has superb graphical outlays and the book brings out the essentials in this arena. The end user can benefit immensely by applying the graphics to enhance research findings. The core statistical methodologies such as regression, survival analysis, and discrete data are all covered.

"This volume and the previous volumes in the Handbook of Statistics series will certainly constitute a valuable aid for a large number of researchers in different fields of science...a valuable guide to computer scientists, statistical consultants, computer programmers and research workers in all fields involved in data analysis." --Zentralblatt MATH

ISBN: 9780444634313

Dimensions: unknown

Weight: 740g

412 pages