Modern Applied Statistics with S-Plus

✍ Scribed by W. N. Venables, B. D. Ripley (auth.)

• Publisher: Springer New York
• Year: 1994
• Tongue: English
• Leaves: 467
• Series: Statistics and Computing
• Category: Library

✦ Table of Contents

Front Matter....Pages i-xiii
Introduction....Pages 1-16
The S Language....Pages 17-59
Graphical Output....Pages 61-83
Programming in S....Pages 85-120
Distributions and Data Summaries....Pages 121-146
Linear Statistical Models....Pages 147-181
Generalized Linear Models....Pages 183-202
Robust Statistics....Pages 203-222
Non-linear Regression Models....Pages 223-245
Modern Regression....Pages 247-266
Survival Analysis....Pages 267-300
Multivariate Analysis....Pages 301-328
Tree-based Methods....Pages 329-347
Time Series....Pages 349-382
Spatial Statistics....Pages 383-396
Back Matter....Pages 397-462

✦ Subjects

Statistics, general;Probability Theory and Stochastic Processes;Business Information Systems;Complexity