Statistical Models in S

1. Auflage 1991
ISBN: 978-0-412-83040-2
Verlag: Chapman and Hall/CRC

Buch, Englisch, 624 Seiten, Format (B × H): 161 mm x 240 mm, Gewicht: 1095 g

Statistical Models in S extends the S language to fit and analyze a variety of statistical models, including analysis of variance, generalized linear models, additive models, local regression, and tree-based models. The contributions of the ten authors-most of whom work in the statistics research department at AT&T Bell Laboratories-represent results of research in both the computational and statistical aspects of modeling data.

Zielgruppe

Professional

Autoren/Hrsg.

Chambers, J. M.

Hastie, T. J.

Fachgebiete

• Mathematik | Informatik EDV | Informatik Business Application Mathematische & Statistische Software
• Mathematik | Informatik Mathematik Stochastik Mathematische Statistik
• Mathematik | Informatik Mathematik Stochastik Wahrscheinlichkeitsrechnung

Inhaltsverzeichnis

1 An Appetizer, 2 Statistical Models, 3 Data for Models, 4 Linear Models, 5 Analysis of Variance; Designed Experiments, 6 Generalized Linear Models, 7 Generalized Additive Models, 8 Local Regression Models, 9 Tree-Based Models, 10 Nonlinear Models, A Classes and Methods: Object-oriented Programming in S, B S Functions and Classes, References, Index

Über Autor(innen)

Hastie, T.J.