Endogenous price bubbles in a multi-agent system of the housing market
Economic history shows a large number of boom-bust cycles, with the U.S. real estate market as one of the latest examples. Classical economic models have not been able to provide a full explanation for this type of market dynamics. Therefore, we analyze home prices in the U.S. using an alternativ...
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th-mahidol.31072023-04-12T15:36:49Z Endogenous price bubbles in a multi-agent system of the housing market Kouwenberg, R Zwinkels, R. C. Mahidol University. College of Management Endogenous Price bubbles Multi-agent system Housing market Open Access article Economic history shows a large number of boom-bust cycles, with the U.S. real estate market as one of the latest examples. Classical economic models have not been able to provide a full explanation for this type of market dynamics. Therefore, we analyze home prices in the U.S. using an alternative approach, a multi-agent complex system. Instead of the classical assumptions of agent rationality and market efficiency, agents in the model are heterogeneous, adaptive, and boundedly rational. We estimate the multi-agent system with historical house prices for the U.S. market. The model fits the data well and a deterministic version of the model can endogenously produce boom-and-bust cycles on the basis of the estimated coefficients. This implies that trading between agents themselves can create major price swings in absence of fundamental news. 2016-02-26T06:42:52Z 2017-11-10T02:54:08Z 2016-02-26T06:42:52Z 2017-11-10T02:54:08Z 2016-02-26 2015 Research Article Plos One. Vol.10, No.6 (2015), e0129070 10.1371/journal.pone.0129070 https://repository.li.mahidol.ac.th/handle/123456789/3107 eng Mahidol University PLOS ONE application/pdf |
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Endogenous Price bubbles Multi-agent system Housing market Open Access article |
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Endogenous Price bubbles Multi-agent system Housing market Open Access article Kouwenberg, R Zwinkels, R. C. Endogenous price bubbles in a multi-agent system of the housing market |
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Economic history shows a large number of boom-bust cycles, with the U.S. real estate market
as one of the latest examples. Classical economic models have not been able to provide
a full explanation for this type of market dynamics. Therefore, we analyze home prices in
the U.S. using an alternative approach, a multi-agent complex system. Instead of the classical
assumptions of agent rationality and market efficiency, agents in the model are heterogeneous,
adaptive, and boundedly rational. We estimate the multi-agent system with
historical house prices for the U.S. market. The model fits the data well and a deterministic
version of the model can endogenously produce boom-and-bust cycles on the basis of the
estimated coefficients. This implies that trading between agents themselves can create
major price swings in absence of fundamental news. |
author2 |
Mahidol University. College of Management |
author_facet |
Mahidol University. College of Management Kouwenberg, R Zwinkels, R. C. |
format |
Article |
author |
Kouwenberg, R Zwinkels, R. C. |
author_sort |
Kouwenberg, R |
title |
Endogenous price bubbles in a multi-agent system of the housing market |
title_short |
Endogenous price bubbles in a multi-agent system of the housing market |
title_full |
Endogenous price bubbles in a multi-agent system of the housing market |
title_fullStr |
Endogenous price bubbles in a multi-agent system of the housing market |
title_full_unstemmed |
Endogenous price bubbles in a multi-agent system of the housing market |
title_sort |
endogenous price bubbles in a multi-agent system of the housing market |
publishDate |
2016 |
url |
https://repository.li.mahidol.ac.th/handle/123456789/3107 |
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1781416431171141632 |