Modern applied statistics with S
著者
書誌事項
Modern applied statistics with S
（Statistics and computing）
Springer, c2002
4th ed
- タイトル別名
-
Modern applied statistics with S-PLUS
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注記
Previously published as: Modern applied statistics with S-PLUS, c1999
Bibliography: p. 465-480
Includes index
内容説明・目次
内容説明
A guide to using S environments to perform statistical analyses providing both an introduction to the use of S and a course in modern statistical methods. The emphasis is on presenting practical problems and full analyses of real data sets.
目次
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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