Black-box Bayesian inference for agent-based models

Author:

Dyer JoelORCID,Cannon Patrick,Doyne Farmer J.,Schmon Sebastian M.

Funder

Engineering and Physical Sciences Research Council

Publisher

Elsevier BV

Subject

Applied Mathematics,Control and Optimization,Economics and Econometrics

Reference113 articles.

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2. Justin Alsing, Tom Charnock, Stephen Feeney, and Benjamin Wandelt. Fast likelihood-free cosmology with neural density estimators and active learning. Monthly Notices of the Royal Astronomical Society, 488(3):4440–4458, 07 2019. ISSN 0035-8711. doi: 10.1093/mnras/stz1960. URL https://doi.org/10.1093/mnras/stz1960.

3. Christophe Andrieu and Gareth O Roberts. The pseudo-marginal approach for efficient monte carlo computations. The Annals of Statistics, 37(2):697–725, 2009.

4. Martin Arjovsky, Soumith Chintala, and Léon Bottou. Wasserstein generative adversarial networks. In Doina Precup and Yee Whye Teh, editors, Proceedings of the 34th International Conference on Machine Learning, volume 70 of Proceedings of Machine Learning Research, pages 214–223. PMLR, 06–11 Aug 2017. URL https://proceedings.mlr.press/v70/arjovsky17a.html.

5. Robert L Axtell and J Doyne Farmer. Agent-based modeling in economics and finance: Past, present, and future. Journal of Economic Literature, 2022.

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