Multiset Model Selection

DOI10.1080/10618600.2017.1379408OpenAlexW2755394586MaRDI QIDQ3391125

Andrew Hoegh, Dipayan Maiti, Scotland C. Leman

Publication date: 28 March 2022

Published in: Journal of Computational and Graphical Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/10618600.2017.1379408

zbMATH Keywords

variable selectionMCMCBayesian modeling

Mathematics Subject Classification ID

Statistics (62-XX)

Uses Software

• SSS
• EMVS

Cites Work

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• Reversible jump Markov chain Monte Carlo computation and Bayesian model determination
• On Bayesian model and variable selection using MCMC
• An efficient sampling algorithm with adaptations for Bayesian variable selection
• Bayesian model averaging: A tutorial. (with comments and a rejoinder).
• Monte Carlo strategies in scientific computing.
• Evolutionary stochastic search for Bayesian model exploration
• Delayed rejection in reversible jump Metropolis-Hastings
• Population-Based Reversible Jump Markov Chain Monte Carlo
• Mixtures of g Priors for Bayesian Variable Selection
• Sequential Monte Carlo Methods for Dynamic Systems
• Classical Model Selection via Simulated Annealing
• Efficient Construction of Reversible Jump Markov Chain Monte Carlo Proposal Distributions
• Bayesian Graphical Models for Discrete Data
• EMVS: The EM Approach to Bayesian Variable Selection
• An MCMC model search algorithm for regression problems
• The Multiset Sampler
• Shotgun Stochastic Search for “Largep” Regression
• Benchmark priors for Bayesian model averaging.

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