Coverart for item
The Resource Linear models and generalizations : least squares and alternatives, C. Radhakrishna Rao [and others] ; with contributions by Michael Schomaker

Linear models and generalizations : least squares and alternatives, C. Radhakrishna Rao [and others] ; with contributions by Michael Schomaker

Label
Linear models and generalizations : least squares and alternatives
Title
Linear models and generalizations
Title remainder
least squares and alternatives
Statement of responsibility
C. Radhakrishna Rao [and others] ; with contributions by Michael Schomaker
Contributor
Subject
Language
eng
Summary
"This book provides an up-to-date account of the theory and applications of linear models. The authors present a unified theory of inference from linear models and its generalizations with minimal assumptions, not only through least squares theory, but also using alternative methods of estimation and testing based on convex loss functions and general estimating equations. It can be used as a text for courses in statistics at the graduate level as well as an accompanying text for other courses in which linear models play a part." "For this third edition the text has been extensively revised and contains the latest developments in the area of linear models. Many new topics like regression techniques, nonparametric regression, bagging, boosting, regression trees and full likelihood methods for correlated response in categorical data have been included."--BOOK JACKET
Member of
Cataloging source
YDXCP
Illustrations
illustrations
Index
index present
LC call number
QA279
LC item number
.L596 2008
Literary form
non fiction
Nature of contents
  • bibliography
  • statistics
http://library.link/vocab/relatedWorkOrContributorDate
  • 1920-
  • 1920-
http://library.link/vocab/relatedWorkOrContributorName
  • Rao, C. Radhakrishna
  • Rao, C. Radhakrishna
Series statement
Springer series in statistics
http://library.link/vocab/subjectName
Linear models (Statistics)
Label
Linear models and generalizations : least squares and alternatives, C. Radhakrishna Rao [and others] ; with contributions by Michael Schomaker
Instantiates
Publication
Bibliography note
Includes bibliographical references (pages [539]-562) and index
Carrier category
volume
Carrier category code
nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Control code
173807301
Dimensions
25 cm
Edition
3rd extended ed.
Extent
xix, 570 pages
Isbn
9783540742265
Lccn
2007934936
Media category
unmediated
Media MARC source
rdamedia
Media type code
n
Other physical details
illustrations
System control number
(OCoLC)173807301
Label
Linear models and generalizations : least squares and alternatives, C. Radhakrishna Rao [and others] ; with contributions by Michael Schomaker
Publication
Bibliography note
Includes bibliographical references (pages [539]-562) and index
Carrier category
volume
Carrier category code
nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Control code
173807301
Dimensions
25 cm
Edition
3rd extended ed.
Extent
xix, 570 pages
Isbn
9783540742265
Lccn
2007934936
Media category
unmediated
Media MARC source
rdamedia
Media type code
n
Other physical details
illustrations
System control number
(OCoLC)173807301

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      38.944491 -92.326012
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