TY - BOOK AU - Maindonald,J.H. AU - Braun,John TI - Data analysis and graphics using R: an example-based approach T2 - Cambridge series in statistical and probabilistic mathematics SN - 9780521762939 AV - QA276.4 .M245 2010 PY - 2010/// CY - New York, New York PB - Cambridge University Press KW - Statistics KW - Data processing KW - R (Computer program language) N1 - 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 ER -