Graphical Models with R

Nonfiction, Science & Nature, Mathematics, Statistics
Cover of the book Graphical Models with R by Steffen Lauritzen, David Edwards, Søren Højsgaard, Springer New York
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Steffen Lauritzen, David Edwards, Søren Højsgaard ISBN: 9781461422990
Publisher: Springer New York Publication: February 22, 2012
Imprint: Springer Language: English
Author: Steffen Lauritzen, David Edwards, Søren Højsgaard
ISBN: 9781461422990
Publisher: Springer New York
Publication: February 22, 2012
Imprint: Springer
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

More books from Springer New York

Cover of the book Stress Signaling in Plants: Genomics and Proteomics Perspective, Volume 1 by Steffen Lauritzen, David Edwards, Søren Højsgaard
Cover of the book Containing Health Benefit Costs by Steffen Lauritzen, David Edwards, Søren Højsgaard
Cover of the book Reviews of Environmental Contamination and Toxicology by Steffen Lauritzen, David Edwards, Søren Højsgaard
Cover of the book Contributions in Analytic and Algebraic Number Theory by Steffen Lauritzen, David Edwards, Søren Højsgaard
Cover of the book Bergey's Manual of Systematic Bacteriology by Steffen Lauritzen, David Edwards, Søren Højsgaard
Cover of the book Routes to Cellulosic Ethanol by Steffen Lauritzen, David Edwards, Søren Højsgaard
Cover of the book The Pediatric Spine I by Steffen Lauritzen, David Edwards, Søren Højsgaard
Cover of the book Interventional Diagnostic and Therapeutic Procedures by Steffen Lauritzen, David Edwards, Søren Højsgaard
Cover of the book Introduction to Space Systems by Steffen Lauritzen, David Edwards, Søren Højsgaard
Cover of the book Vaccines: A Biography by Steffen Lauritzen, David Edwards, Søren Højsgaard
Cover of the book Magnetic Resonance Elastography by Steffen Lauritzen, David Edwards, Søren Højsgaard
Cover of the book The Little Book of bees by Steffen Lauritzen, David Edwards, Søren Højsgaard
Cover of the book Computational Biomechanics for Medicine by Steffen Lauritzen, David Edwards, Søren Højsgaard
Cover of the book Novel Chemical Tools to Study Ion Channel Biology by Steffen Lauritzen, David Edwards, Søren Højsgaard
Cover of the book National Intellectual Capital and the Financial Crisis in Denmark, Finland, Iceland, Norway, and Sweden by Steffen Lauritzen, David Edwards, Søren Højsgaard
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy