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Data analysis and graphics using R : an example-based approach / John Maindonald and W. John Braun.
- Format:
- Book
- Author/Creator:
- Maindonald, J. H. (John Hilary), 1937-
- Series:
- Cambridge series on statistical and probabilistic mathematics.
- Cambridge series in statistical and probabilistic mathematics
- Language:
- English
- Subjects (All):
- R (Computer program language).
- Statistics--Data processing.
- Statistics.
- Statistics--Graphic methods--Data processing.
- Physical Description:
- 1 online resource (540 p.)
- Edition:
- 2nd ed.
- Place of Publication:
- Cambridge ; New York : Cambridge University Press, 2007.
- Language Note:
- English
- Summary:
- Hands-on guide to the R system for data analysis for scientists, students and practising statisticians.
- Contents:
- Cover; Half-title; Series-title; Title; Copyright; Dedication; Contents; Preface; 1 A brief introduction to R; 2 Styles of data analysis; 3 Statistical models; 4 An introduction to formal inference; 5 Regression with a single predictor; 6 Multiple linear regression; 7 Exploiting the linear model framework; 8 Generalized linear models and survival analysis; 9 Time series models; 10 Multi-level models and repeated measures; 11 Tree-based classification and regression; 12 Multivariate data exploration and discrimination; 13 Regression on principal component or discriminant scores
- 14 The R system
- additional topicsEpilogue - models; References; Index of R symbols and functions; Index of terms; Index of authors
- Notes:
- Description based upon print version of record.
- ISBN:
- 0-511-79093-7
- 0-511-30940-6
- 1-280-81527-2
- 9786610815272
- 0-511-25008-8
- 0-511-25059-2
- 0-511-24902-0
- 0-511-24957-8
- OCLC:
- 166143333
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