Author | Venables, W. N. author |
---|---|
Title | Modern Applied Statistics with S-Plus [electronic resource] / by W. N. Venables, B. D. Ripley |
Imprint | New York, NY : Springer New York : Imprint: Springer, 1994 |
Connect to | http://dx.doi.org/10.1007/978-1-4899-2819-1 |
Descript | XIII, 462 p. online resource |
1 Introduction -- 2 The S Language -- 3 Graphical Output -- 4 Programming in S -- 5 Distributions and Data Summaries -- 6 Linear Statistical Models -- 7 Generalized Linear Models -- 8 Robust Statistics -- 9 Non-linear Regression Models -- 10 Modern Regression -- 11 Survival Analysis -- 12 Multivariate Analysis -- 13 Tree-based Methods -- 14 Time Series -- 15 Spatial Statistics -- References -- Appendices -- A Datasets and Software -- A.1 Directories -- A.2 Sources of machine-readable versions -- A.3 Caveat -- B Common S-PLUS Functions -- C S versus S-PLUS -- D Using S Libraries -- D.1 Creating a library -- D.2 Sources of libraries -- E Command Line Editing -- F Answers to Selected Exercises