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The Resource Semiparametric regression, David Ruppert, M.P. Wand, R.J. Carroll

Semiparametric regression, David Ruppert, M.P. Wand, R.J. Carroll

Label
Semiparametric regression
Title
Semiparametric regression
Statement of responsibility
David Ruppert, M.P. Wand, R.J. Carroll
Creator
Contributor
Subject
Language
eng
Summary
This book explains the techniques and benefits of semiparametric regression in a concise and modular fashion. The authors make liberal use of graphics and examples plus case studies taken from environmental, financial, and other applications.--[book cover]
Member of
Cataloging source
DLC
Illustrations
illustrations
Index
index present
LC call number
QA278.2
LC item number
.R87 2003
Literary form
non fiction
Nature of contents
bibliography
Series statement
Cambridge series on statistical and probabilistic mathematics
Semiparametric regression, David Ruppert, M.P. Wand, R.J. Carroll
Label
Semiparametric regression, David Ruppert, M.P. Wand, R.J. Carroll
Publication
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Bibliography note
Includes bibliographical references (p. 361-374) and indexes
Contents
Introduction -- Parametric regression -- Scatterplot smoothing -- Mixed models -- Automatic scatterplot smoothing -- Inference -- Simple semiparametric models -- Additive models -- Semiparametric mixed models -- Generalized parametric regression -- Generalized additive models -- Interaction models -- Bivariate smoothing -- Variance function estimation -- Measurement error -- Bayesian semiparametric regression -- Spatially adaptive smoothing -- Analyses -- Epilogue -- Technical complements -- Computational issues
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Dimensions
26 cm.
http://library.link/vocab/discovery_link
{'f': 'http://opac.lib.rpi.edu/record=b3174799'}
Extent
xvi, 386 p.
Isbn
9780521780506
Isbn Type
(hbk.)
Lccn
2002041460
Other physical details
ill.
System control number
(OCoLC)51222299

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