Graphical Models (Inbunden)
avSteffen L. Lauritzen
ISBN: 9780198522195 - UTGIVEN: 199605The idea of modelling systems using graph theory has its origin in several scientific areas: in statistical physics (the study of large particle systems), in genetics (studying inheritable properties of natural species), and in interactions in contingency tables. The use of graphical models in stati[...]
Probabilistic Networks and Expert Systems (Häftad)
avRobert G. Cowell, A. Philip Dawid, Steffen L. Lauritzen
ISBN: 9780387718231 - UTGIVEN: 200708Probabilistic expert systems are graphical networks which support the modeling of uncertainty and decisions in large complex domains, while retaining ease of calculation. Building on original research by the authors, this book gives a thorough and rigorous mathematical treatment of the underlying id[...]
Graphical Models with R (Häftad)
avSoren Hojsgaard, David Edwards, Steffen L. Lauritzen
ISBN: 9781461422983 - UTGIVEN: 201202Graphical 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 [...]
