Good Practice in Bayesian Network Modelling

Hamilton (Chen), Serena; Pollino, Carmel

Good Practice in Bayesian Network Modelling

Date

2010

Authors

Hamilton (Chen), Serena

Pollino, Carmel

Publisher

Conference Organising Committee

Abstract

Bayesian networks (BNs) are increasingly used to model environmental systems, in order to: integrate multiple issues and system components; utilise information from different sources; and handle missing data and uncertainty. For a model to be of value in

Keywords

Keywords: Bayesian network models; Bayesian Networks (bns); Conceptual model; Conditional probabilities; Data and information; Decision supports; Environmental systems; Evaluation results; Good modelling practice; Good practices; Missing data; Model evaluation; Mod Bayesian belief networks; Good modelling practice; Model evaluation

URI

http://hdl.handle.net/1885/83731

Collections

ANU Research Publications

Source

Modelling for Environment's Sake: Proceedings of the 5th Biennial Conference of the International Environmental Modelling and Software Society, iEMSs 2010

Type

Conference paper

Restricted until

2037-12-31

Downloads

File

Description

01_Hamilton (Chen)_Good_Practice_in_Bayesian_2010.pdf (182.67 KB)

Full item page

Good Practice in Bayesian Network Modelling

Date

Authors

Journal Title

Journal ISSN

Volume Title

Publisher

Abstract

Description

Keywords

Citation

URI

Collections

Source

Type

Book Title

Entity type

Access Statement

License Rights

DOI

Restricted until

Downloads