Foundations of complexity economics

WB Arthur - Nature Reviews Physics, 2021 - nature.com
Conventional, neoclassical economics assumes perfectly rational agents (firms, consumers,
investors) who face well-defined problems and arrive at optimal behaviour consistent with …

A survey of systemic risk analytics

D Bisias, M Flood, AW Lo… - Annu. Rev. Financ. Econ …, 2012 - annualreviews.org
We provide a survey of 31 quantitative measures of systemic risk in the economics and
finance literature, chosen to span key themes and issues in systemic risk measurement and …

Italian tourism intermediaries: A social network analysis exploration

M Valeri, R Baggio - Current Issues in Tourism, 2021 - Taylor & Francis
The purpose of this paper is to analyse the application of Social Network Analysis (SNA) to
the Italian tourism system. The research question is: do relationships among tourist …

[PDF][PDF] Agent-based modeling in economics and finance: Past, present, and future

RL Axtell, JD Farmer - Journal of Economic Literature, 2022 - oms-inet.files.svdcdn.com
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 …

Everything you need to know about agent-based modelling and simulation

CM Macal - Journal of Simulation, 2016 - Taylor & Francis
This paper addresses the background and current state of the field of agent-based
modelling and simulation (ABMS). It revisits the issue of ABMS represents as a new …

Complexity theory and financial regulation

S Battiston, JD Farmer, A Flache, D Garlaschelli… - Science, 2016 - science.org
Traditional economic theory could not explain, much less predict, the near collapse of the
financial system and its long-lasting effects on the global economy. Since the 2008 crisis …

Agent-based model calibration using machine learning surrogates

F Lamperti, A Roventini, A Sani - Journal of Economic Dynamics and …, 2018 - Elsevier
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 …

Agent-based macroeconomics

H Dawid, DD Gatti - Handbook of computational economics, 2018 - Elsevier
This chapter surveys work dedicated to macroeconomic analysis using an agent-based
modeling approach. After a short review of the origins and general characteristics of this …

The complexities of agent-based modeling output analysis

JS Lee, T Filatova, A Ligmann-Zielinska… - Journal of Artificial …, 2015 - econstor.eu
The proliferation of agent-based models (ABMs) in recent decades has motivated model
practitioners to improve the transparency, replicability, and trust in results derived from …

Macroeconomic policy in DSGE and agent-based models redux: New developments and challenges ahead

G Fagiolo, A Roventini - Available at SSRN 2763735, 2016 - papers.ssrn.com
Abstract The Great Recession seems to be a natural experiment for economic analysis, in
that it has shown the inadequacy of the predominant theoretical framework-the New …