Prior distribution elicitation for generalized linear and piecewise-linear models

DOI10.1080/02664763.2012.734794OpenAlexW1976041429MaRDI QIDQ5128889

David J. Jenkinson, Fadlalla G. Elfadaly, Paul H. Garthwaite, Shafiqah A. Al-Awadhi

Publication date: 26 October 2020

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

Full work available at URL: https://doi.org/10.1080/02664763.2012.734794

zbMATH Keywords

subjective probabilityprior distributiongeneralized linear modelelicitationpiecewise-linear functionassessment tasks

Mathematics Subject Classification ID

Statistics (62-XX)

Related Items (5)

Recent Advances in the Elicitation of Uncertainty Distributions from Experts for Multinomial Probabilities ⋮ A Bayesian way of monitoring the linear profiles using CUSUM control charts ⋮ Eliciting Dirichlet and Gaussian copula prior distributions for multinomial models ⋮ Expert judgement for dependence in probabilistic modelling: a systematic literature review and future research directions ⋮ Eliciting prior distributions for extra parameters in some generalized linear models

Uses Software

• elicit-normlin

Cites Work

• Unnamed Item
• Unnamed Item
• Quantifying expert opinion for modelling fauna habitat distributions
• Double- and single-bisection methods for subjective probability assessment in a location-scale family
• Elicitation of prior distributions for variable-selection problems in regression
• Prior Elicitation, Variable Selection and Bayesian Computation for Logistic Regression Models
• A New Perspective on Priors for Generalized Linear Models
• Uncertain Judgements: Eliciting Experts' Probabilities
• Statistical Methods for Eliciting Probability Distributions
• Geographically assisted elicitation of expert opinion for regression models

This page was built for publication: Prior distribution elicitation for generalized linear and piecewise-linear models