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Statistical Models in S J. M. Chambers

Statistical Models in S By J. M. Chambers

Statistical Models in S by J. M. Chambers


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Statistical Models in S Summary

Statistical Models in S by J. M. Chambers

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.

Table of Contents

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

Additional information

NPB9780412830402
9780412830402
041283040X
Statistical Models in S by J. M. Chambers
New
Hardback
Taylor & Francis Ltd
1991-10-01
624
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
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