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Robust Approximate Bayesian Inference With Synthetic Likelihood

  • Published:2021-03-15 Issue:4 Volume:30 Page:958-976
  • ISSN:1061-8600
  • Container-title:Journal of Computational and Graphical Statistics
  • language:en
  • Short-container-title:Journal of Computational and Graphical Statistics

Author:

Frazier David T.12,Drovandi Christopher23ORCID

Affiliation:

1. Department of Econometrics and Business Statistics, Monash University, Melbourne, Australia;

2. Australian Centre of Excellence for Mathematical and Statistical Frontiers (ACEMS);

3. School of Mathematical Sciences, Queensland University of Technology, Brisbane, Australia

Publisher

Informa UK Limited

Subject

Statistics, Probability and Uncertainty,Discrete Mathematics and Combinatorics,Statistics and Probability

Cited by 23 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Bayesian Likelihood Free Inference using Mixtures of Experts;2024 International Joint Conference on Neural Networks (IJCNN);2024-06-30

2. Testing Model Specification in Approximate Bayesian Computation Using Asymptotic Properties;Journal of Computational and Graphical Statistics;2024-06-24

3. Synthetic likelihood in misspecified models;Journal of the American Statistical Association;2024-06-24

4. A deep learning method for comparing Bayesian hierarchical models.;Psychological Methods;2024-05-06

5. Detecting Model Misspecification in Amortized Bayesian Inference with Neural Networks;Lecture Notes in Computer Science;2024
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