Macroeconomics
Research publications
2025
Robert L. Axtell & J. Doyne Farmer, (2025). 'Agent-Based Modeling in Economics and Finance: Past, Present, and Future'. Journal of Economic Literature 63 (1): 197–287.2025. DOI: 10.1257/jel.20221319
2023
Luca Mungo, François Lafond, Pablo Astudillo-Estévez, andJ. Doyne Farmer, “Reconstructing production networks using machine learning”, Journal of Economic Dynamics and Control (2023)
2022
Adrian Carro, Marc Hinterschweiger, Arzu Uluc and J. Doyne Farmer, “Heterogeneous effects and spillovers of macroprudential policy in an agent-based model of the UK housing market”, Industrial and Corporate Change, 2022, dtac030
James McNerney, Charles Savoie, Francesco Caravelli, Vasco M. Carvalho, J. Doyne Farmer, ‘How production networks amplify economic growth’, Proceedings of the National Academy of Sciences (January 2022).
2021
Yuki M. Asano, Jakob J. Kolb, Jobst Heitzig, J. Doyne Farmer, “Emergent inequality and business cycles in a simple behavioral macroeconomic model”, Proceedings of the National Academy of Sciences of the United States of America (2021).
R. Maria del Rio-Chanona, Penny Mealy, Mariano Beguerisse-Díaz, Francois Lafond, J. Doyne Farmer, “Automation and occupational mobility: A data-driven network model”, Journal of the Royal Society Interface (2021).
2020
J. Doyne Farmer, “The Future of Complexity Economics: Better Solutions to the World’s Problems”, in Complexity Economics: Proceedings of the Santa Fe Institute's 2019 Fall Symposium, eds W. Brian Arthur, Eric D. Beinhocker, and Allison Stanger, Santa Fe Institute Press (2020).
Maria del Rio-Chanona, Penny Mealy, Anton Pichler, Francois Lafond & J. Doyne Farmer, 'Supply and demand shocks in the COVID-19 pandemic: An industry and occupation perspective', Oxford Review of Economic Policy, (August 2020).
Josep Perelló, Miquel Montero, Jaume Masoliver, .J Doyne Farmer & John Geanakoplos, “Statistical analysis and stochastic interest rate modeling for valuing the future with implications in climate change mitigation”, Journal of Statistical Mechanics: Theory and Experiment, vol 2020 (2020).
2019
Penny Mealy, J. Doyne Farmer, and Alexander Teytelboym, “Interpreting economic complexity”, Science Advances, 5(1), DOI: 10.1126/sciadv.aau1705 (2019).
2018
P. Mealy, R. M. del Rio Chanona, J. D. Farmer, “What you do at work matters: New lenses on labour”, https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3143064 (2018). (Working Paper)
Penny Mealy, J. Doyne Farmer and Ricardo Hausmann, “Determining the Differences that Matter: Development and Divergence in US States Over 1850-2010”, HKS Working Paper No. RWP18-030 (2018). (Working Paper)
2016
Rafa Baptista, J Doyne Farmer, Marc Hinterschweiger, Katie Low, Daniel Tang and Arzu Uluc, “Macroprudential policy in an agent-based model of the UK housing market”, Bank of England Working Paper No. 619 (2016). (Working Paper)