Graphical Models with R

• Main Authors: Højsgaard, Søren (Author), Edwards, David (Author), Lauritzen, Steffen (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Boston, MA : Springer US, 2012.
• Series: Use R!
• Subjects: Statistics.; Statistical Theory and Methods.; Statistics, general.

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...

Table of 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.