Quantifying conditional probability tables in Bayesian networks: Bayesian regression for scenario-based encoding of elicited expert assessments on feral pig habitat

DOI10.1080/02664763.2019.1697651OpenAlexW2993075204MaRDI QIDQ5037026

Justine V. Murray, Ibrahim Alkhairy, Samantha Low-Choy, Junhu Wang, Anthony N. Pettitt

Publication date: 25 February 2022

Published in: Journal of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/02664763.2019.1697651

zbMATH Keywords

uncertaintyexpert knowledgespecies distribution modellingBayesian GLMCPT calculatoroutside-in elicitation

Mathematics Subject Classification ID

Applications of statistics (62Pxx)

Uses Software

• R
• MASS (R)
• AgenaRisk
• BayesDA
• rstanarm
• brms
• arm
• dobson
• Elicitator

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC
• Fusion, propagation, and structuring in belief networks
• A weakly informative default prior distribution for logistic and other regression models
• On the use of Cauchy prior distributions for Bayesian logistic regression
• Expert judgement for dependence in probabilistic modelling: a systematic literature review and future research directions
• Learning Bayesian networks: The combination of knowledge and statistical data
• Combining expert opinions in prior elicitation
• Assessing Dependence: Some Experimental Results
• Statistical Analysis of Financial Data in S-Plus
• Marginalization and Linear Opinion Pools
• Bayesian Measures of Model Complexity and Fit
• DIC in variable selection
• Bayesian Networks and Influence Diagrams
• BAYESIAN BETA REGRESSION: APPLICATIONS TO HOUSEHOLD EXPENDITURE DATA AND GENETIC DISTANCE BETWEEN FOOT‐AND‐MOUTH DISEASE VIRUSES
• Uncertain Judgements: Eliciting Experts' Probabilities
• Statistical Methods for Eliciting Probability Distributions
• Subjective Bayesian analysis: principles and practice

This page was built for publication: Quantifying conditional probability tables in Bayesian networks: Bayesian regression for scenario-based encoding of elicited expert assessments on feral pig habitat