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Modern Applied Statistics with S

Series: Statistics and Computing Series

By: WN Venables and BD Ripley

495 pages, Figs, tabs

Springer-Verlag

Hardback | Dec 2002 | Edition: 4 | #134594 | ISBN: 0387954570
Availability: Usually dispatched within 1-2 weeks Details
NHBS Price: £99.99 $131/€114 approx

About this book

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.

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


Contents

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.


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