Adaptive approximate Bayesian computation for complex models

DOI10.1007/s00180-013-0428-3zbMath1306.65088arXiv1111.1308OpenAlexW3124497799MaRDI QIDQ2259351

Franck Jabot, Guillaume Deffuant, Maxime Lenormand

Publication date: 3 March 2015

Published in: Computational Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1111.1308

zbMATH Keywords

sequential Monte Carlopopulation Monte CarloABC

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08)

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Uses Software

• R
• lhs
• ABCtoolbox
• EasyABC

Cites Work

• An adaptive sequential Monte Carlo method for approximate Bayesian computation
• Approximately Sufficient Statistics and Bayesian Computation
• Estimation of Parameters for Macroparasite Population Evolution Using Approximate Bayesian Computation
• Sequential Monte Carlo Samplers
• Adaptive approximate Bayesian computation
• The Asymptotic Efficiency of Simulation Estimators
• Constructing Summary Statistics for Approximate Bayesian Computation: Semi-Automatic Approximate Bayesian Computation
• Sequential Monte Carlo without likelihoods

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