ENGLISH

The R Book

By Michael J. Crawley(auth.)

Book information

Publisher
John Wiley & Sons, Ltd
Year
2007
ISBN
9780470510247, 9780470515075
DOI
10.1002/9780470515075
Language
english
Format
PDF
Filesize
7 MB (7619127 bytes)
Pages
933\933
Orientation
yes
Scanned
yes
Time added
2013-08-01 04:00:00

Description

The high-level language of R is recognized as one of the most powerful and flexible statistical software environments, and is rapidly becoming the standard setting for quantitative analysis, statistics and graphics. R provides free access to unrivalled coverage and cutting-edge applications, enabling the user to apply numerous statistical methods ranging from simple regression to time series or multivariate analysis. Building on the success of the author's bestselling Statistics: An Introduction using R, The R Book is packed with worked examples, providing an all inclusive guide to R, ideal for novice and more accomplished users alike. The book assumes no background in statistics or computing and introduces the advantages of the R environment, detailing its applications in a wide range of disciplines. Provides the first comprehensive reference manual for the R language, including practical guidance and full coverage of the graphics facilities. Introduces all the statistical models covered by R, beginning with simple classical tests such as chi-square and t-test. Proceeds to examine more advance methods, from regression and analysis of variance, through to generalized linear models, generalized mixed models, time series, spatial statistics, multivariate statistics and much more. The R Book is aimed at undergraduates, postgraduates and professionals in science, engineering and medicine. It is also ideal for students and professionals in statistics, economics, geography and the social sciences. Content: Chapter 1 Getting Started (pages 1–8): Chapter 2 Essentials of the R Language (pages 9–95): Chapter 3 Data Input (pages 97–106): Chapter 4 Dataframes (pages 107–133): Chapter 5 Graphics (pages 135–181): Chapter 6 Tables (pages 183–193): Chapter 7 Mathematics (pages 195–277): Chapter 8 Classical Tests (pages 279–322): Chapter 9 Statistical Modelling (pages 323–386): Chapter 10 Regression (pages 387–448): Chapter 11 Analysis of Variance (pages 449–488): Chapter 12 Analysis of Covariance (pages 489–509): Chapter 13 Generalized Linear Models (pages 511–526): Chapter 14 Count Data (pages 527–548): Chapter 15 Count Data in Tables (pages 549–567): Chapter 16 Proportion Data (pages 569–591): Chapter 17 Binary Response Variables (pages 593–609): Chapter 18 Generalized Additive Models (pages 611–625): Chapter 19 Mixed?Effects Models (pages 627–660): Chapter 20 Non?linear Regression (pages 661–684): Chapter 21 Tree Models (pages 685–700): Chapter 22 Time Series Analysis (pages 701–729): Chapter 23 Multivariate Statistics (pages 731–747): Chapter 24 Spatial Statistics (pages 749–785): Chapter 25 Survival Analysis (pages 787–809): Chapter 26 Simulation Models (pages 811–825): Chapter 27 Changing the Look of Graphics (pages 827–872):

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