The Resource Random effect and latent variable model selection, David B. Dunson, editor

Random effect and latent variable model selection, David B. Dunson, editor

Label
Random effect and latent variable model selection
Title
Random effect and latent variable model selection
Statement of responsibility
David B. Dunson, editor
Contributor
Subject
Genre
Language
eng
Member of
Action
committed to retain for EAST
Cataloging source
UKM
Illustrations
illustrations
Index
index present
LC call number
QA278.6
LC item number
.R36 2008
Literary form
non fiction
Nature of contents
bibliography
http://library.link/vocab/relatedWorkOrContributorName
Dunson, David B
Series statement
Lecture notes in statistics
Series volume
192
http://library.link/vocab/subjectName
  • Latent variables
  • Random data (Statistics)
  • Latente Variable
  • Modellierung
  • Multivariate Daten
  • Latente Variable
  • Modellierung
  • Multivariate Daten
  • Latent variables
  • Random data (Statistics)
Label
Random effect and latent variable model selection, David B. Dunson, editor
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Contents
pt. I. Random effects models. Likelihood ratio testing for zero variance components in linear mixed models / Ciprian M. Crainiceanu. Variance component testing in generalized linear mixed models for longitudinal/clustered data and other related topics / Daowen Zhang and Xihong Lin. Bayesian model uncertainty in mixed effects models / Satkartar K. Kinney and David B. Dunson. Bayesian variable selection in generalized linear mixed models / Bo Cai and David B. Dunson -- pt. II. Factor analysis and structural equations models. A unified approach to two-level structural equation models and linear mixed effects models / Peter M. Bentler and Jiajuan Liang. Bayesian model comparison of structural equation models / Sik-Yum Lee and Xin-Yuan Song. Bayesian model selection in factor analytic models / Joyee Ghosh and David B. Dunson
Dimensions
24 cm.
Extent
ix, 169 p.
Isbn
9780387767215
Isbn Type
(e-book)
Lccn
2008928920
Publisher number
11683575
System control number
  • (OCoLC)226280648
  • (OCoLC)ocn226280648
Label
Random effect and latent variable model selection, David B. Dunson, editor
Publication
Bibliography note
Includes bibliographical references and index
Contents
pt. I. Random effects models. Likelihood ratio testing for zero variance components in linear mixed models / Ciprian M. Crainiceanu. Variance component testing in generalized linear mixed models for longitudinal/clustered data and other related topics / Daowen Zhang and Xihong Lin. Bayesian model uncertainty in mixed effects models / Satkartar K. Kinney and David B. Dunson. Bayesian variable selection in generalized linear mixed models / Bo Cai and David B. Dunson -- pt. II. Factor analysis and structural equations models. A unified approach to two-level structural equation models and linear mixed effects models / Peter M. Bentler and Jiajuan Liang. Bayesian model comparison of structural equation models / Sik-Yum Lee and Xin-Yuan Song. Bayesian model selection in factor analytic models / Joyee Ghosh and David B. Dunson
Dimensions
24 cm.
Extent
ix, 169 p.
Isbn
9780387767215
Isbn Type
(e-book)
Lccn
2008928920
Publisher number
11683575
System control number
  • (OCoLC)226280648
  • (OCoLC)ocn226280648

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