Coverart for item
The Resource Information and complexity in statistical modeling, Jorma Rissanen

Information and complexity in statistical modeling, Jorma Rissanen

Label
Information and complexity in statistical modeling
Title
Information and complexity in statistical modeling
Statement of responsibility
Jorma Rissanen
Creator
Subject
Language
eng
Summary
Provides a view of statistical modeling. This book presents a method of modeling based on the principle that the objective is to extract the information from data that can be learned with suggested classes of probability models. It provides information on the theoretic foundation for statistical modeling
Member of
Cataloging source
GW5XE
http://library.link/vocab/creatorName
Rissanen, Jorma
Dewey number
519.5
Illustrations
illustrations
Index
index present
Language note
English
LC call number
QA276.A1
LC item number
R57 2007eb
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Series statement
Information science and statistics
http://library.link/vocab/subjectName
  • Statistics
  • MATHEMATICS
  • Statistics
  • Informatique
  • Statistics
  • Statistische modellen
  • Complexiteit
Label
Information and complexity in statistical modeling, Jorma Rissanen
Instantiates
Publication
Bibliography note
Includes bibliographical references (pages 135-139) 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; Introduction; Shannon-Wiener Information; Coding of Random Processes; Kolmogorov Complexity; Stochastic Complexity; Structure Function; Optimally Distinguishable Models; The MDL Principle; Applications; Back Matter
Control code
232363255
Dimensions
unknown
Extent
1 online resource (xii., 142 pages)
Form of item
online
Isbn
9786611140649
Lccn
2006929593
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-0-387-68812-1
Other physical details
illustrations
http://library.link/vocab/ext/overdrive/overdriveId
978-0-387-36610-4
Specific material designation
remote
System control number
(OCoLC)232363255
Label
Information and complexity in statistical modeling, Jorma Rissanen
Publication
Bibliography note
Includes bibliographical references (pages 135-139) 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; Introduction; Shannon-Wiener Information; Coding of Random Processes; Kolmogorov Complexity; Stochastic Complexity; Structure Function; Optimally Distinguishable Models; The MDL Principle; Applications; Back Matter
Control code
232363255
Dimensions
unknown
Extent
1 online resource (xii., 142 pages)
Form of item
online
Isbn
9786611140649
Lccn
2006929593
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-0-387-68812-1
Other physical details
illustrations
http://library.link/vocab/ext/overdrive/overdriveId
978-0-387-36610-4
Specific material designation
remote
System control number
(OCoLC)232363255

Library Locations

    • Ellis LibraryBorrow it
      1020 Lowry Street, Columbia, MO, 65201, US
      38.944491 -92.326012
    • Engineering Library & Technology CommonsBorrow it
      W2001 Lafferre Hall, Columbia, MO, 65211, US
      38.946102 -92.330125
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