Coverart for item
The Resource Information criteria and statistical modeling, Sadanori Konishi and Genshiro Kitagawa

Information criteria and statistical modeling, Sadanori Konishi and Genshiro Kitagawa

Label
Information criteria and statistical modeling
Title
Information criteria and statistical modeling
Statement of responsibility
Sadanori Konishi and Genshiro Kitagawa
Creator
Contributor
Subject
Language
eng
Summary
The Akaike information criterion (AIC) derived as an estimator of the Kullback-Leibler information discrepancy provides a useful tool for evaluating statistical models, and numerous successful applications of the AIC have been reported in various fields of natural sciences, social sciences and engineering. One of the main objectives of this book is to provide comprehensive explanations of the concepts and derivations of the AIC and related criteria, including Schwarz's Bayesian information criterion (BIC), together with a wide range of practical examples of model selection and evaluation crite
Member of
Cataloging source
GW5XE
http://library.link/vocab/creatorName
Konishi, Sadanori
Dewey number
519.5
Index
index present
Language note
English
LC call number
QA276
LC item number
.K66 2007eb
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
NLM call number
Online Book
http://library.link/vocab/relatedWorkOrContributorDate
1948-
http://library.link/vocab/relatedWorkOrContributorName
Kitagawa, G.
Series statement
Springer series in statistics
http://library.link/vocab/subjectName
  • Mathematical statistics
  • Statistics as Topic
  • MATHEMATICS
  • Mathematical analysis
  • Stochastic analysis
  • Information modeling
  • Mathematical statistics
Label
Information criteria and statistical modeling, Sadanori Konishi and Genshiro Kitagawa
Instantiates
Publication
Bibliography note
Includes bibliographical references (pages 255-267) and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Front Matter; Concept of Statistical Modeling; Statistical Models; Information Criterion; Statistical Modeling by AIC; Generalized Information Criterion (GIC); Statistical Modeling by GIC; Theoretical Development and Asymptotic Properties of the GIC; Bootstrap Information Criterion; Bayesian Information Criteria; Various Model Evaluation Criteria; Back Matter
Control code
187155036
Dimensions
unknown
Extent
1 online resource.
Form of item
online
Isbn
9780387718866
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-0-387-71887-3
http://library.link/vocab/ext/overdrive/overdriveId
978-0-387-71886-6
Specific material designation
remote
System control number
(OCoLC)187155036
Label
Information criteria and statistical modeling, Sadanori Konishi and Genshiro Kitagawa
Publication
Bibliography note
Includes bibliographical references (pages 255-267) and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Front Matter; Concept of Statistical Modeling; Statistical Models; Information Criterion; Statistical Modeling by AIC; Generalized Information Criterion (GIC); Statistical Modeling by GIC; Theoretical Development and Asymptotic Properties of the GIC; Bootstrap Information Criterion; Bayesian Information Criteria; Various Model Evaluation Criteria; Back Matter
Control code
187155036
Dimensions
unknown
Extent
1 online resource.
Form of item
online
Isbn
9780387718866
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-0-387-71887-3
http://library.link/vocab/ext/overdrive/overdriveId
978-0-387-71886-6
Specific material designation
remote
System control number
(OCoLC)187155036

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