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The Resource Linear models and regression with R : an integrated approach, Debasis Sengupta, Sreenivasa Rao Jammalamadaka

Linear models and regression with R : an integrated approach, Debasis Sengupta, Sreenivasa Rao Jammalamadaka

Label
Linear models and regression with R : an integrated approach
Title
Linear models and regression with R
Title remainder
an integrated approach
Statement of responsibility
Debasis Sengupta, Sreenivasa Rao Jammalamadaka
Creator
Contributor
Author
Subject
Language
eng
Summary
"Complete coverage of topics for a course on regression including data sets and implementation in R. Special topics covered include collinearity, misspecified models, Kalman filter, multivariate response, foundations of linear inference Comprehensive theory with latest literature and references and thorough treatment of the singular linear model"--
Member of
Assigning source
Provided by publisher
http://library.link/vocab/creatorDate
1949-
http://library.link/vocab/creatorName
Sengupta, Debasis
Dewey number
300.1519536
Index
index present
Literary form
non fiction
Nature of contents
bibliography
http://library.link/vocab/relatedWorkOrContributorDate
1949-
http://library.link/vocab/relatedWorkOrContributorName
  • Jammalamadaka, S. Rao
  • Sengupta, Debasis
Series statement
Series on multivariate analysis,
Series volume
Vol. 11
http://library.link/vocab/subjectName
  • Linear models (Statistics)
  • Regression analysis
  • Linear models (Statistics)
  • R (Computer program language)
Label
Linear models and regression with R : an integrated approach, Debasis Sengupta, Sreenivasa Rao Jammalamadaka
Instantiates
Publication
Note
"This book is an expanded, updated, and reorganized version of 'Linear Models: An Integrated Approach', published sixteen years ago."
Bibliography note
Includes bibliographical references and indexes
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Regression and the normal distribution -- Estimation in the linear model -- Further inference in the linear model -- Model building and diagnostics in regression -- Analysis of variance -- General linear model -- Misspecified or unknown dispersion -- Updates in the general linear model -- Multivariate linear model -- Linear inference : other perspectives
Control code
on1123180459
Extent
pages cm.
Isbn
9789811200403
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
System control number
(OCoLC)1123180459
Label
Linear models and regression with R : an integrated approach, Debasis Sengupta, Sreenivasa Rao Jammalamadaka
Publication
Note
"This book is an expanded, updated, and reorganized version of 'Linear Models: An Integrated Approach', published sixteen years ago."
Bibliography note
Includes bibliographical references and indexes
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Regression and the normal distribution -- Estimation in the linear model -- Further inference in the linear model -- Model building and diagnostics in regression -- Analysis of variance -- General linear model -- Misspecified or unknown dispersion -- Updates in the general linear model -- Multivariate linear model -- Linear inference : other perspectives
Control code
on1123180459
Extent
pages cm.
Isbn
9789811200403
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
System control number
(OCoLC)1123180459

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