Graphical modelling software in R - status

Claus Dethlefsen, Søren Højsgaard, Steffen L. Lauritzen

Publikation: Konferencebidrag uden forlag/tidsskriftPosterForskning

Abstract

Graphical models in their modern form have been around for nearly a quarter of a century.  Various computer programs for inference in graphical models have been developed over that period. Some examples of free software programs are BUGS (Thomas 1994), CoCo (Badsberg2001), Digram (Klein, Keiding, and Kreiner 1995), MIM (Edwards  2000), and Tetrad (Glymour, Scheines, Spirtes, and Kelley 1987). The gR initiative (Lauritzen 2002) aims at making graphical models available in R (R Development Core Team 2006). A small grant from the Danish Science Foundation supported this initiative. We will summarize the results of the initiative so far. Specifically we will illustrate some of the R packages for graphical modelling currently on CRAN and discuss their strengths and weaknesses.
OriginalsprogEngelsk
Publikationsdato2007
Antal sider1
StatusUdgivet - 2007
BegivenhedDirections in Statistical Computing - Auckland, New Zealand
Varighed: 15 feb. 200716 feb. 2007

Konference

KonferenceDirections in Statistical Computing
Land/OmrådeNew Zealand
ByAuckland
Periode15/02/200716/02/2007

Bibliografisk note

Titel på proceedings: DSC Proceedings

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