The Resource Graphical Models with R, by Søren Højsgaard, David Edwards, Steffen Lauritzen, (electronic resource)

Graphical Models with R, by Søren Højsgaard, David Edwards, Steffen Lauritzen, (electronic resource)

Label
Graphical Models with R
Title
Graphical Models with R
Statement of responsibility
by Søren Højsgaard, David Edwards, Steffen Lauritzen
Creator
Contributor
Author
Author
Subject
Language
  • eng
  • eng
Summary
Graphical models in their modern form have been around since the late 1970s and appear today in many areas of the sciences. Along with the ongoing developments of graphical models, a number of different graphical modeling software programs have been written over the years. In recent years many of these software developments have taken place within the R community, either in the form of new packages or by providing an R interface to existing software. This book attempts to give the reader a gentle introduction to graphical modeling using R and the main features of some of these packages. In addition, the book provides examples of how more advanced aspects of graphical modeling can be represented and handled within R. Topics covered in the seven chapters include graphical models for contingency tables, Gaussian and mixed graphical models, Bayesian networks and modeling high dimensional data. Søren Højsgaard is Associate Professor in Statistics and Head of the Department of Mathematical Sciences at Aalborg University. David Edwards is Associate Professor at the Department of Molecular Biology and Genetics, Aarhus University. Steffen Lauritzen is Professor of Statistics and Head of the Department of Statistics at the University of Oxford
Member of
http://library.link/vocab/creatorName
Højsgaard, Søren
Dewey number
519.5/35
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsaut
  • QVH4UCxL14I
  • 7SU_NgXh_P8
  • N2kXoI9_He4
Language note
English
LC call number
QA276-280
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • Edwards, David.
  • Lauritzen, Steffen.
Series statement
Use R!,
http://library.link/vocab/subjectName
  • Mathematical statistics
  • Statistics
  • Statistical Theory and Methods
  • Statistics, general
Label
Graphical Models with R, by Søren Højsgaard, David Edwards, Steffen Lauritzen, (electronic resource)
Instantiates
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Content category
text
Content type code
  • txt
Contents
Graphs and Conditional Independence -- Log-Linear Models -- Bayesian Networks -- Gaussian Graphical Models -- Mixed Interaction Models -- Graphical Models for Complex Stochastic Systems -- High dimensional modelling -- References -- Index
Dimensions
unknown
Edition
1st ed.
Extent
1 online resource (186 p.)
Form of item
online
Isbn
9786613711069
Media category
computer
Media type code
  • c
Other control number
10.1007/978-1-4614-2299-0
Specific material designation
remote
System control number
  • (CKB)2670000000178134
  • (EBL)884389
  • (OCoLC)783117208
  • (SSID)ssj0000636038
  • (PQKBManifestationID)11420816
  • (PQKBTitleCode)TC0000636038
  • (PQKBWorkID)10660027
  • (PQKB)11401294
  • (DE-He213)978-1-4614-2299-0
  • (MiAaPQ)EBC884389
  • (EXLCZ)992670000000178134
Label
Graphical Models with R, by Søren Højsgaard, David Edwards, Steffen Lauritzen, (electronic resource)
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Content category
text
Content type code
  • txt
Contents
Graphs and Conditional Independence -- Log-Linear Models -- Bayesian Networks -- Gaussian Graphical Models -- Mixed Interaction Models -- Graphical Models for Complex Stochastic Systems -- High dimensional modelling -- References -- Index
Dimensions
unknown
Edition
1st ed.
Extent
1 online resource (186 p.)
Form of item
online
Isbn
9786613711069
Media category
computer
Media type code
  • c
Other control number
10.1007/978-1-4614-2299-0
Specific material designation
remote
System control number
  • (CKB)2670000000178134
  • (EBL)884389
  • (OCoLC)783117208
  • (SSID)ssj0000636038
  • (PQKBManifestationID)11420816
  • (PQKBTitleCode)TC0000636038
  • (PQKBWorkID)10660027
  • (PQKB)11401294
  • (DE-He213)978-1-4614-2299-0
  • (MiAaPQ)EBC884389
  • (EXLCZ)992670000000178134

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