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Graphical Models with R

Release: Graphical.Models.with.R

  • Sprache: Englisch
  • Format: rar
  • Hits: 24
  • Größe: 6 MB
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Beschreibung

David Edwards, Søren Højsgaard, Steffen Lauritzen,
"Graphical Models with R (Use R!)"
ISBN: 1461422981 | 2012 | EPUB | 191 pages | 6 MB
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.
Sach und Fachbuecher English

Graphical Models with R

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