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 Resource Management in Utility and Cloud Computing by Steffen Lauritzen, David Edwards, Søren Højsgaard
Cover of the book Digital Fourier Analysis: Advanced Techniques by Steffen Lauritzen, David Edwards, Søren Højsgaard
Cover of the book Intervention Research in Learning Disabilities by Steffen Lauritzen, David Edwards, Søren Højsgaard
Cover of the book Russian Organized Corruption Networks and their International Trajectories by Steffen Lauritzen, David Edwards, Søren Højsgaard
Cover of the book The Circadian Clock by Steffen Lauritzen, David Edwards, Søren Højsgaard
Cover of the book Residue Reviews / Rückstands-Berichte by Steffen Lauritzen, David Edwards, Søren Højsgaard
Cover of the book Innovation Systems in Small Catching-Up Economies by Steffen Lauritzen, David Edwards, Søren Højsgaard
Cover of the book The GCC Economies by Steffen Lauritzen, David Edwards, Søren Højsgaard
Cover of the book Pulmonary Manifestations of Rheumatic Disease by Steffen Lauritzen, David Edwards, Søren Højsgaard
Cover of the book Modern Theory of Gratings by Steffen Lauritzen, David Edwards, Søren Højsgaard
Cover of the book Listen to the Music 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 Cloud Computing for Data-Intensive Applications by Steffen Lauritzen, David Edwards, Søren Højsgaard
Cover of the book Teaching Creatively and Teaching Creativity by Steffen Lauritzen, David Edwards, Søren Højsgaard
Cover of the book The Hudson River Ecosystem 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