Graphical Models with R

• Κύριοι συγγραφείς: Højsgaard, Søren (Συγγραφέας), Edwards, David (Συγγραφέας), Lauritzen, Steffen (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Boston, MA : Springer US, 2012.
• Σειρά: Use R!
• Θέματα: 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...

Πίνακας περιεχομένων:

• 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.