Agent‐based modeling to integrate elements from different disciplines for ambitious climate policy
Ambitious climate mitigation policies face social and political resistance. One reason is that
existing policies insufficiently capture the diversity of relevant insights from the social …
existing policies insufficiently capture the diversity of relevant insights from the social …
Climate risks and financial stability
Climate change has been recently recognised as a new source of risk for the financial
system. Over the last years, several central banks and financial supervisors have …
system. Over the last years, several central banks and financial supervisors have …
Three green financial policies to address climate risks
Which policies can increase the resilience of the financial system to climate risks? Recent
evidence on the significant impacts of climate change and natural disasters on firms, banks …
evidence on the significant impacts of climate change and natural disasters on firms, banks …
Agent-based model calibration using machine learning surrogates
Efficiently calibrating agent-based models (ABMs) to real data is an open challenge. This
paper explicitly tackles parameter space exploration and calibration of ABMs by combining …
paper explicitly tackles parameter space exploration and calibration of ABMs by combining …
Validation of agent-based models in economics and finance
Since the survey by Windrum et al.(Journal of Artificial Societies and Social Simulation 10: 8,
2007), research on empirical validation of agent-based models in economics has made …
2007), research on empirical validation of agent-based models in economics has made …
More is different... and complex! the case for agent-based macroeconomics
G Dosi, A Roventini - Journal of Evolutionary Economics, 2019 - Springer
This work nests the Agent-Based macroeconomic perspective into the earlier history of
macroeconomics. We discuss how the discipline in the 70's took a perverse path relying on …
macroeconomics. We discuss how the discipline in the 70's took a perverse path relying on …
An interdisciplinary model for macroeconomics
AG Haldane, AE Turrell - Oxford Review of Economic Policy, 2018 - academic.oup.com
Macroeconomic modelling has been under intense scrutiny since the Great Financial Crisis,
when serious shortcomings were exposed in the methodology used to understand the …
when serious shortcomings were exposed in the methodology used to understand the …
Faraway, so close: Coupled climate and economic dynamics in an agent-based integrated assessment model
In this work we develop an agent-based model that offers an alternative to standard,
computable general equilibrium integrated assessment models (IAMs). The Dystopian …
computable general equilibrium integrated assessment models (IAMs). The Dystopian …
The public costs of climate-induced financial instability
Recent evidence suggests that climate change will significantly affect economic growth and
several productive elements of modern economies, such as workers and land,,–. Although …
several productive elements of modern economies, such as workers and land,,–. Although …