Data analysis and graphics using R : an example-based approach / [book]
John Maindonald and W. John Braun
- 3rd ed.
- New York : New York : Cambridge University Press, 2010.
- xxvi, 525 p., [12] p. of plates ; ill. (some col.)
- Cambridge series in statistical and probabilistic mathematics ; 10 .
Includes bibliographical references and indexes
A brief introduction to R -- Styles of data analysis -- Statistical models -- A review of inference concepts -- Regression with a single predictor -- Multiple linear regression -- Exploiting the linear model framework -- Generalized linear models and survival analysis -- Time series models -- Multi-level models, and repeated measures -- Tree-based classification and regression -- Multivariate data exploration and discrimination -- Regression on principal component or discriminant scores -- The R system: additional topics -- Graphs in R.
9780521762939
Statistics--Data processing. Statistics--Data processing--Data processing R (Computer program language)