
Statistical Models in S
T.J. Hastie(Editor)
Chapman & Hall/CRC (Publisher)
1st Edition
Published on 1. October 1991
Book
Hardback
624 pages
978-0-412-83040-2 (ISBN)
Description
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.
More details
Language
English
Place of publication
Oxford
United Kingdom
Publishing group
Taylor & Francis Ltd
Target group
College/higher education
Professional and scholarly
Professional
Dimensions
Height: 240 mm
Width: 161 mm
Thickness: 38 mm
Weight
1095 gr
ISBN-13
978-0-412-83040-2 (9780412830402)
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Other editions
Additional editions


Person
Hastie, T.J.
Content
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