Graphical Models with R (Use R!)
Højsgaard, Søren; Edwards, David; Lauritzen, Steffen
Language: English
Published by Springer, 2012
Series: Book 32 of 68 - Use R!
- Softcover
- Used
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Used - Acceptable: All pages and the cover are intact, but shrink wrap, dust covers, or boxed set case may be missing. Pages may include limited notes, highlighting, or minor water damage but the text is readable. Pages may include limited notes and highlighting, but the text cannot be obscured or unreadable. Any access codes or passwords originally included with the book may be expired, used or no longer valid. Image is stock photo and cover art edition may be different than pictured.
Seller Inventory # MERV.1461422981.A
- Title
- Graphical Models with R (Use R!)
- Author
- Højsgaard, Søren; Edwards, David; Lauritzen, Steffen
- Publisher
- Springer
- Publication year
- 2012
- Condition
- acceptable
- Binding
- Soft cover
- Language
- English
- ISBN 10
- 1461422981
- ISBN 13
- 9781461422983
- Series
- Book 32 of 68: Use R!
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.
"Synopsis" may belong to another edition of this title.
About the Author
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.
"About the title" may belong to another edition of this title.
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