[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 …
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 …
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
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 …
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 …
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
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 …
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
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 …
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 …
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 …
exchange rate fluctuations (specifically the US dollar) on herding behavior in the housing …
City structure shapes directional resettlement flows in Australia
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 …
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
Urban dynamics in large metropolitan areas result from complex interactions across social,
economic and political factors, including population distribution, flows of wealth and …
economic and political factors, including population distribution, flows of wealth and …