Venables / Ripley Modern Applied Statistics with S-PLUS

3rd Auflage 1999
ISBN: 978-1-4757-3121-7
Verlag: Springer US
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, 501 Seiten, eBook

Reihe: Statistics and Computing

This best-selling guide has been completely updated to present the newest features of S-PLUS 5.0, and includes the very latest computationally-intensive methods and techniques. In addition, extensive software libraries, data sets, and complements will be available online. "the task the authors have undertaken is challenginggetting new S/S-Plus users to quickly learn the fundamentals of the language and presenting a modern approach to data analysis through numerous examples from many areas of statistics. They succeed in this" TECHNOMETRICS

Zielgruppe

Research

Autoren/Hrsg.

Venables, W.N.

Ripley, B.D.

Inhaltsverzeichnis

Introduction * The S Language * Graphics * Programming in S * Univariate Statistics * Linear Statistical Models * Generalized Linear Models * Non-linear Models * Smooth Regression * Tree-based Methods * Multivariate Analysis and Pattern Recognition * Survival Analysis * Time Series Analysis * Spatial Statistics