glabcmcmc: a Python package for ABC-MCMC with local and global moves

glabcmcmc: a Python package for ABC-MCMC with local and global moves

We introduce a new Python package glabcmcmc, which implements an approximate Bayesian computation Markov chain Monte Carlo (ABC-MCMC) algorithm that combines global and local proposal strategies to address the limitations of standard ABC-MCMC. The proposed package includes key innovations such as th...

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Bibliographic Details
Main Authors: Xuefei Cao, Shijia Wang, Yongdao Zhou
Format: Article
Language:English
Published: Taylor & Francis Group 2025-04-01
Series:Statistical Theory and Related Fields
Subjects:
Approximate Bayesian Computation
Markov chain Monte Carlo
global-local proposal
Online Access:https://www.tandfonline.com/doi/10.1080/24754269.2025.2495505
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