Combining expert opinions in prior elicitation

DOI10.1214/12-BA717zbMath1330.62105WikidataQ56994284 ScholiaQ56994284MaRDI QIDQ2633921

Samantha Low-Choy, Isabelle Albert, Chantal Guihenneuc-Jouyaux, Sophie Donnet, Judith Rousseau, Kerrie L. Mengersen

Publication date: 5 February 2016

Published in: Bayesian Analysis (Search for Journal in Brave)

Full work available at URL: https://projecteuclid.org/euclid.ba/1346158771

zbMATH Keywords

random effectsBayesian statisticshierarchical modelrisk assessment

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Applications of statistics to social sciences (62P25) Bayesian inference (62F15) Bayesian problems; characterization of Bayes procedures (62C10) Foundations and philosophical topics in statistics (62A01)

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Quantifying conditional probability tables in Bayesian networks: Bayesian regression for scenario-based encoding of elicited expert assessments on feral pig habitat ⋮ Bayesian inference in a multiple contaminated autoregressive model with trend ⋮ Artificial intelligence in portfolio formation and forecast: Using different variance-covariance matrices ⋮ Informative priors for the consensus ranking in the Bayesian Mallows model ⋮ A Bayesian method for calibration and aggregation of expert judgement ⋮ Eliciting Dirichlet and Gaussian copula prior distributions for multinomial models ⋮ Inferring probability densities from expert opinion ⋮ Calibrating expert assessments using hierarchical Gaussian process models ⋮ L-logistic regression models: prior sensitivity analysis, robustness to outliers and applications ⋮ Introduction and overview of structured expert judgement ⋮ Bayesian modelling of dependence between experts: some comparisons with Cooke's classical model ⋮ Methods for Eliciting Informative Prior Distributions: A Critical Review

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