Vector Generalized Linear and Additive Models: With an Implementation in R - Softcover

Book 139 of 160: Springer Series in Statistics

Yee, Thomas W.

 
9781493928194: Vector Generalized Linear and Additive Models: With an Implementation in R
Softcover
ISBN 10: 1493928198 ISBN 13: 9781493928194
Publisher: Springer, 2015

This specific ISBN edition is currently not available.

Synopsis

Introduction.- LMs, GLMs and GAMs.-VGLMs.- VGAMs.- Reduced-Rank VGLMs.- Constrained Quadratic Ordination.- Constrained Additive Ordination.- Using the VGAM Package.- Other Topics.- Some LM and GLM variants.- Univariate Discrete Distributions.- Univariate Continuous Distributions.- Bivariate Continuous Distributions.- Categorical Data Analysis.- Quantile and Expectile Regression.- Extremes.- Zero-inated, Zero-altered and Positive Discrete Distributions.- On VGAM Family Functions.- Appendix: Background Material.

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Publisher
Springer
Publication date
2015
Language
English
ISBN 10 
1493928198
ISBN 13 
9781493928194
Binding
Paperback
Number of pages
616

Other Popular Editions of the Same Title

9781493928170: Vector Generalized Linear and Additive Models: With an Implementation in R (Springer Series in Statistics)

Featured Edition

ISBN 10:  1493928171 ISBN 13:  9781493928170
Publisher: Springer, 2015
Hardcover