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Graphical models with R

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Author: Search for this author Hojsgaard, Soren [Verfasser]; Edwards, David [Verfasser]; Lauritzen, Steffen [Verfasser]
Year: [2012]
Publisher: New York, NY, Springer
Series: UseR!
Media group: Dauerleihe
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Branch: Dauerleihe Locations: MA-20 492 Status: borrowed Reservations: 0 Due date: 1/1/2199 Barcode: 00298000 Floor plans: Floor plan Lending note:

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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.
 

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Statement of Responsibility: Soren Hojsgaard, David Edwards, Steffen Lauritzen
Year: [2012]
Publisher: New York, NY, Springer
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Classification: Search for this systematic MA-20
Subject type: Search for this subject type Monographien
ISBN: 978-1-461-42298-3
ISBN (2nd): 1-461-42298-1
Description: ix, 182 Seiten : Diagramme
Series: UseR!
Tags: Datenverarbeitung
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Language: Englisch
Media group: Dauerleihe