1.

Record Nr.

UNINA9910877575703321

Autore

Crawley Michael J

Titolo

The R book / / Michael J. Crawley

Pubbl/distr/stampa

Chichester, England ; ; Hoboken, N.J., : Wiley, 2007

ISBN

9786610900978

9781280900976

1280900970

9780470490310

0470490314

9780470515075

0470515074

9780470515068

0470515066

Edizione

[1st edition]

Descrizione fisica

1 online resource (952 p.)

Disciplina

519.5

Soggetti

R (Computer program language)

Mathematical statistics - Data processing

Lingua di pubblicazione

Inglese

Formato

Materiale a stampa

Livello bibliografico

Monografia

Note generali

Description based upon print version of record.

Nota di bibliografia

Includes bibliographical references (p. [873]-876) and index.

Nota di contenuto

The R Book; Contents; Preface; 1 Getting Started; 2 Essentials of the R Language; 3 Data Input; 4 Dataframes; 5 Graphics; 6 Tables; 7 Mathematics; 8 Classical Tests; 9 Statistical Modelling; 10 Regression; 11 Analysis of Variance; 12 Analysis of Covariance; 13 Generalized Linear Models; 14 Count Data; 15 Count Data in Tables; 16 Proportion Data; 17 Binary Response Variables; 18 Generalized Additive Models; 19 Mixed-Effects Models; 20 Non-linear Regression; 21 Tree Models; 22 Time Series Analysis; 23 Multivariate Statistics; 24 Spatial Statistics; 25 Survival Analysis; 26 Simulation Models

27 Changing the Look of GraphicsReferences and Further Reading; Index

Sommario/riassunto

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 guid