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Complexity and the economics of climate change: a survey and a look forward
Climate change is one of the most daunting challenges human kind has ever faced. In the
paper, we provide a survey of the micro and macro economics of climate change from a …
paper, we provide a survey of the micro and macro economics of climate change from a …
Heterogeneous agent models in finance
This chapter surveys the state-of-art of heterogeneous agent models (HAMs) in finance
using a jointly theoretical and empirical analysis, combined with numerical analysis from the …
using a jointly theoretical and empirical analysis, combined with numerical analysis from the …
[PDF][PDF] Agent-based modeling in economics and finance: Past, present, and future
Agent-based modeling (ABM) is a novel computational methodology for representing the
behavior of individuals in order to study social phenomena. Its use is rapidly growing in …
behavior of individuals in order to study social phenomena. Its use is rapidly growing in …
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 …
Some stylized facts of the cryptocurrency market
We examine the stylized facts of eight forms of cryptocurrencies representing almost 70% of
cryptocurrency market capitalization. In particular, the empirical results show that (1) there …
cryptocurrency market capitalization. In particular, the empirical results show that (1) there …
[HTML][HTML] Energy price shocks, conflict inflation, and income distribution in a three-sector model
The paper presents a model of conflict inflation to investigate the distributional effects of
energy price shocks. We argue that periods of high inflation are always periods of significant …
energy price shocks. We argue that periods of high inflation are always periods of significant …
An interdisciplinary model for macroeconomics
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 …
A comparison of economic agent-based model calibration methods
D Platt - Journal of Economic Dynamics and Control, 2020 - Elsevier
Despite significant expansion in recent years, the literature on quantitative and data-driven
approaches to economic agent-based model validation and calibration consists primarily of …
approaches to economic agent-based model validation and calibration consists primarily of …
Advances in the agent-based modeling of economic and social behavior
In this review we discuss advances in the agent-based modeling of economic and social
systems. We show the state of the art of the heuristic design of agents and how behavioral …
systems. We show the state of the art of the heuristic design of agents and how behavioral …