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The Resource Introduction to hidden semi-Markov models, John van der Hoek (University of South Australia), Robert J. Elliott (University of Calgary)

Introduction to hidden semi-Markov models, John van der Hoek (University of South Australia), Robert J. Elliott (University of Calgary)

Label
Introduction to hidden semi-Markov models
Title
Introduction to hidden semi-Markov models
Statement of responsibility
John van der Hoek (University of South Australia), Robert J. Elliott (University of Calgary)
Creator
Contributor
Author
Subject
Language
eng
Summary
Markov chains and hidden Markov chains have applications in many areas of engineering and genomics. This book provides a basic introduction to the subject by first developing the theory of Markov processes in an elementary discrete time, finite state framework suitable for senior undergraduates and graduates. The authors then introduce semi-Markov chains and hidden semi-Markov chains, before developing related estimation and filtering results. Genomics applications are modelled by discrete observations of these hidden semi-Markov chains. This book contains new results and previously unpublished material not available elsewhere. The approach is rigorous and focused on applications
Member of
Cataloging source
UkCbUP
http://library.link/vocab/creatorName
Van der Hoek, John
Dewey number
519.2/33
Index
index present
LC call number
QA274.7
LC item number
.V356 2018
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorDate
1940-
http://library.link/vocab/relatedWorkOrContributorName
Elliott, Robert J.
Series statement
London Mathematical Society lecture note series
Series volume
445
http://library.link/vocab/subjectName
  • Markov processes
  • Hidden Markov models
  • Stochastic processes
Label
Introduction to hidden semi-Markov models, John van der Hoek (University of South Australia), Robert J. Elliott (University of Calgary)
Instantiates
Publication
Note
Title from publisher's bibliographic system (viewed on 12 Feb 2018)
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Control code
CR9781108377423
Extent
1 online resource (x, 174 pages)
Form of item
online
Isbn
9781108441988
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other physical details
digital, PDF file(s).
Specific material designation
remote
Label
Introduction to hidden semi-Markov models, John van der Hoek (University of South Australia), Robert J. Elliott (University of Calgary)
Publication
Note
Title from publisher's bibliographic system (viewed on 12 Feb 2018)
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Control code
CR9781108377423
Extent
1 online resource (x, 174 pages)
Form of item
online
Isbn
9781108441988
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other physical details
digital, PDF file(s).
Specific material designation
remote

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