Expert elicitation into Bayesian networks, Part 4 of 4: eliciting a conditional probability table
Low-Choy, Samantha (2011) Expert elicitation into Bayesian networks, Part 4 of 4: eliciting a conditional probability table. In Third Annual Conference of the Australasian Bayesian Network Modelling Society (ABNMS2011), 21-24 November 2011, Queensland University of Technology, Brisbane, QLD. (Unpublished)
| Presentation (PDF 1199Kb) Powerpoint slides. Available under License Creative Commons Attribution No Derivatives 3.0 Australia. |
Abstract
An introduction to eliciting a conditional probability table in a Bayesian Network model, highlighting three efficient methods for populating a CPT.
Citations:
Citation countsare sourced monthly from Scopus and Web of Science citation databases.
These databases contain citations from different subsets of available publications and different time periods and thus the citation count from each is usually different. Some works are not in either database and no count is displayed. Scopus includes citations from articles published in 1996 onwards, and Web of Science generally from 1980 onwards.
Citations counts from the Google Scholar™ indexing service can be viewed at the linked Google Scholar™ search.
Full-text downloads:
Full-text downloadsdisplays the total number of times this work’s files (e.g., a PDF) have been downloaded from QUT ePrints as well as the number of downloads in the previous 365 days. The count includes downloads for all files if a work has more than one.
| ID Code: | 47161 |
|---|---|
| Item Type: | Conference Item (Presentation) |
| Additional Information: | Workshop on Expert Elicitation into BNs, Part 4: Eliciting a CPT |
| Keywords: | expert elicitation, Bayesian Networks, conditional probability table |
| Subjects: | Australian and New Zealand Standard Research Classification > MATHEMATICAL SCIENCES (010000) > STATISTICS (010400) > Applied Statistics (010401) |
| Divisions: | Past > QUT Faculties & Divisions > Faculty of Science and Technology Past > Schools > Mathematical Sciences |
| Copyright Owner: | Copyright 2011 Samantha Low-Choy |
| Deposited On: | 24 Nov 2011 08:15 |
| Last Modified: | 24 Nov 2011 08:15 |
Export: EndNote | Dublin Core | BibTeX
Repository Staff Only: item control page