Written by some major contributors to the development of this class of graphical models, Chain Event Graphs introduces a viable and straightforward new tool for statistical inference, model selection and learning techniques. The book extends established technologies used in the study of discrete Bayesian Networks so that they apply in a much more general setting
As the first book on Chain Event Graphs, this monograph is expected to become a landmark work on the use of event trees and coloured probability trees in statistics, and to lead to the increased use of such tree models to describe hypotheses about how events might unfold.
Features:
| ISBN: | 9780367572310 |
| Publication date: | 30th June 2020 |
| Author: | Rodrigo Collazo, Christiane Görgen, J Q Smith |
| Publisher: | CRC Press |
| Format: | Paperback |
| Pagination: | 234 pages |
| Series: | Chapman & Hall/CRC Computer Science & Data Analysis |
| Genres: |
Probability and statistics Automatic control engineering |
Written by some major contributors to the development of this class of graphical models, Chain Event Graphs introduces a viable and straightforward new tool for statistical inference, model selection and learning techniques. The book extends established technologies used in the study of discrete Bayesian Networks so that they apply in a much more general setting As the first book on Chain Event Graphs, this monograph is expected to become a landmark work on the use of event trees and coloured probability trees in statistics, and to lead to the increased use of such tree models to describe hypotheses about how events might unfold.Features: introduces a new and exciting discrete graphical model based on an event tree focusses on illustrating inferential techniques, making its methodology accessible to a very broad audience and, most importantly, to practitioners illustrated by a wide range of examples, encompassing important present and future applications includes exercises to test comprehension and can easily be used as a course book introduces relevant software packages
Chain Event Graphs features in the following genres: Probability and statistics, Automatic control engineering
Paperback, Hardback. £49.49, down from the £54.99 cover price. Not Available.
Chain Event Graphs was written by Rodrigo Collazo, Christiane Görgen, J Q Smith and published by CRC Press
Chain Event Graphs has 234 pages
Yes it is part of Chapman & Hall/CRC Computer Science & Data Analysis series
£49.49, reduced from £54.99. Not Available.