Approximate Bayesian computation via regression density estimation

DOI10.1002/sta4.15MaRDI QIDQ6537835

David J. Nott, Scott A. Sisson, Yanan Fan

Publication date: 14 May 2024

Published in: Stat (Search for Journal in Brave)

zbMATH Keywords

copulasapproximate Bayesian computationmultivariate density estimationlikelihood-free inferenceregression density estimation

Mathematics Subject Classification ID

Statistics (62-XX)

Cites Work

• Unnamed Item
• Bayesian modeling of joint and conditional distributions
• A robust Bayesian interpretation of likelihood regions
• Simultaneous variable selection and component selection for regression density estimation with mixtures of heteroscedastic experts
• Handbook of Markov Chain Monte Carlo
• Constructing Summary Statistics for Approximate Bayesian Computation: Semi-Automatic Approximate Bayesian Computation
• Inference for Stereological Extremes
• Sequential Monte Carlo without likelihoods

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