[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 …

Emergence and complexity in agent-based modeling: review of state-of-the-art research

Ş Cenani - Journal of Computational Design, 2021 - dergipark.org.tr
Agent-based systems are an important application area of artificial intelligence and are used
in decision support systems. Rather than being a problem-solving tool, agent-based system …

Heterogeneous effects and spillovers of macroprudential policy in an agent-based model of the UK housing market

A Carro, M Hinterschweiger, A Uluc… - Industrial and …, 2023 - academic.oup.com
We develop an agent-based model of the UK housing market to study the impact of
macroprudential policy experiments on key housing market indicators. The heterogeneous …

[HTML][HTML] A high-resolution, data-driven agent-based model of the housing market

B Mérő, A Borsos, Z Hosszú, Z Oláh, N Vágó - Journal of Economic …, 2023 - Elsevier
This paper presents a complex, modular, 1: 1 scale model of the Hungarian residential
housing market. All of the 4 million households with their relevant characteristics and all of …

The impact of social influence in Australian real estate: Market forecasting with a spatial agent-based model

BP Evans, K Glavatskiy, MS Harré… - Journal of Economic …, 2023 - Springer
Housing markets are inherently spatial, yet many existing models fail to capture this spatial
dimension. Here, we introduce a new graph-based approach for incorporating a spatial …

A maximum entropy model of bounded rational decision-making with prior beliefs and market feedback

BP Evans, M Prokopenko - Entropy, 2021 - mdpi.com
Bounded rationality is an important consideration stemming from the fact that agents often
have limits on their processing abilities, making the assumption of perfect rationality …

Taming the housing roller coaster: The impact of macroprudential policy on the house price cycle

A Carro - Journal of Economic Dynamics and Control, 2023 - Elsevier
Employing an agent-based model of the Spanish housing market, this paper explores the
main drivers behind the large amplitude of the Spanish house price cycle—as compared to …

Spatial analysis of dependency culture resulting from exchange rate fluctuations on herding behavior in Iran's housing market

V Nikpey Pesyan, Y Mohammadzadeh… - International Journal of …, 2024 - emerald.com
Purpose The study aims to examine the impact of cultural dependency stemming from
exchange rate fluctuations (specifically the US dollar) on herding behavior in the housing …

City structure shapes directional resettlement flows in Australia

B Slavko, K Glavatskiy, M Prokopenko - Scientific Reports, 2020 - nature.com
Modern urban science views differences in attractiveness of residential suburbs as the main
driver of resettlement within a city. In particular, certain suburbs may attract residents due to …

The polycentric dynamics of Melbourne and Sydney: Suburb attractiveness divides a city at the home ownership level

E Crosato, M Prokopenko… - Proceedings of the …, 2021 - royalsocietypublishing.org
Urban dynamics in large metropolitan areas result from complex interactions across social,
economic and political factors, including population distribution, flows of wealth and …