The Resource Finite mixture models, Geoffrey McLachlan, David Peel, (electronic resource)

Finite mixture models, Geoffrey McLachlan, David Peel, (electronic resource)

Label
Finite mixture models
Title
Finite mixture models
Statement of responsibility
Geoffrey McLachlan, David Peel
Creator
Contributor
Subject
Language
eng
Member of
Cataloging source
DG1
http://library.link/vocab/creatorDate
1946-
http://library.link/vocab/creatorName
McLachlan, Geoffrey J.
Illustrations
illustrations
Index
index present
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorDate
1971-
http://library.link/vocab/relatedWorkOrContributorName
Peel, David
Series statement
Wiley series in probability and statistics. Applied probability and statistics section
http://library.link/vocab/subjectName
Mixture distributions (Probability theory)
Label
Finite mixture models, Geoffrey McLachlan, David Peel, (electronic resource)
Link
http://libraries.ou.edu/access.aspx?url=http://www3.interscience.wiley.com/cgi-bin/bookhome/109856105
Instantiates
Publication
Bibliography note
Includes bibliographical references (p. 349-393) and indexes
Contents
ML fitting of mixture models -- Multivariate normal mixtures -- Bayesian approach to mixture analysis -- Mixtures with nonnormal components -- Assessing the number of components in mixture models -- Multivariate t mixtures -- Mixtures of factor analyzers -- Fitting mixture models to binned data -- Mixture models for failure-time data -- Mixture analysis of directional data -- Variants of the EM algorithm for large databases -- Hidden Markov models -- Mixture software
Dimensions
25 cm.
Dimensions
unknown
Extent
xxii, 419 p.
Form of item
electronic
Isbn
9780471006268
Isbn Type
(cloth : alk. paper)
Other physical details
ill.
Reproduction note
Electronic reproduction.
Specific material designation
remote
System control number
  • 2838670-01okla_normanlaw
  • (SIRSI)2838670
  • (Sirsi) o85820237
  • (OCoLC)85820237
Label
Finite mixture models, Geoffrey McLachlan, David Peel, (electronic resource)
Link
http://libraries.ou.edu/access.aspx?url=http://www3.interscience.wiley.com/cgi-bin/bookhome/109856105
Publication
Bibliography note
Includes bibliographical references (p. 349-393) and indexes
Contents
ML fitting of mixture models -- Multivariate normal mixtures -- Bayesian approach to mixture analysis -- Mixtures with nonnormal components -- Assessing the number of components in mixture models -- Multivariate t mixtures -- Mixtures of factor analyzers -- Fitting mixture models to binned data -- Mixture models for failure-time data -- Mixture analysis of directional data -- Variants of the EM algorithm for large databases -- Hidden Markov models -- Mixture software
Dimensions
25 cm.
Dimensions
unknown
Extent
xxii, 419 p.
Form of item
electronic
Isbn
9780471006268
Isbn Type
(cloth : alk. paper)
Other physical details
ill.
Reproduction note
Electronic reproduction.
Specific material designation
remote
System control number
  • 2838670-01okla_normanlaw
  • (SIRSI)2838670
  • (Sirsi) o85820237
  • (OCoLC)85820237

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