Calibrating expert assessments using hierarchical Gaussian process models
type: Item
instance of: scholarly article
title: Calibrating expert assessments using hierarchical Gaussian process models
zbMATH Open document ID: 1475.62124
DOI: 10.1214/19-BA1180
author: Tommi Perälä
author: Anna Chrysafi
author: Jarno Vanhatalo
published in: Bayesian Analysis
publication date: 2021-12-06T00:00:00Z
full work available at URL: https://projecteuclid.org/euclid.ba/1573117289
Mathematics Subject Classification ID: 62F15
Mathematics Subject Classification ID: 62P12
Mathematics Subject Classification ID: 60G15
zbMATH DE Number: 7439116
zbMATH Keywords: expert elicitation
zbMATH Keywords: bias correction
zbMATH Keywords: Gaussian process
zbMATH Keywords: supra Bayes
zbMATH Keywords: fisheries science
zbMATH Keywords: environmental management
describes a project that uses: Stan
describes a project that uses: NUTS
describes a project that uses: BayesDA
MaRDI profile type: Publication
Wikidata QID: Q109746495
cites work: Combining expert opinions in prior elicitation
cites work: Elicitation. The science and art of structuring judgement
cites work: Probabilistic opinion pooling generalized. I: General agendas
cites work: Updating of Belief in the Light of Someone Else's Opinion
cites work: Statistical Methods for Eliciting Probability Distributions
cites work: Modeling Expert Opinion Arising as a Partial Probabilistic Specification
cites work: Bayesian data analysis.
cites work: Modeling expert judgements for Bayesian updating
cites work: Probabilistic Forecasts, Calibration and Sharpness
cites work: The No-U-Turn Sampler: Adaptively Setting Path Lengths in Hamiltonian Monte Carlo
cites work: Bayesian calibration of computer models. (With discussion)
cites work: The Improvement of Probability Judgements
cites work: Reconciliation of Probability Distributions
cites work: Reliability (and Fault Tree) Analysis Using Expert Opinions
cites work: On the Reconciliation of Probability Assessments
cites work: Marginalization and Linear Opinion Pools
cites work: Decision Analysis Expert Use
cites work: Uncertain Judgements: Eliciting Experts' Probabilities
cites work: A survey of Bayesian predictive methods for model assessment, selection and comparison
cites work: Q3394879
description: scientific article; zbMATH DE number 7439116