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Guide to using S-PLUS to perform statistical analyses and provides both an introduction to the use of S-PLUS and a course in modern statistical methods.
Introduction.- Data Manipulation.- The S Language.- Graphics.- Univariate Statistics.- Linear Statistical Models.- Generalized Linear Models.- Non-linear and Smooth Regression.- Tree-based Methods.- Random and Mixed Effects.- Exploratory Multivariate Analysis.- Classification.- Survival Analysis.- Time Series Analysis.- Spatial Statistics.- Optimization.
Modern Applied Statistics With S meets its goal of serving as an introduction to S for new users, as well as a reference and resource for those with more S experience. Journal of the American Statistical Association, December 2005