Data analysis and graphics using R : an example-based approach /

Maindonald, J. H. 1937-

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)

QA276.4 / .M245 2010