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An Inherent Instability of Efficient Markets
Speculative markets are often described as “informationally efficient” such that predictable price changes are eliminated by traders exploiting them, leaving only residual unpredictable fluctuations. This classical view of markets operating close to an equilibrium is challenged by extreme price fluc...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3784944/ https://www.ncbi.nlm.nih.gov/pubmed/24071722 http://dx.doi.org/10.1038/srep02784 |
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author | Patzelt, Felix Pawelzik, Klaus |
author_facet | Patzelt, Felix Pawelzik, Klaus |
author_sort | Patzelt, Felix |
collection | PubMed |
description | Speculative markets are often described as “informationally efficient” such that predictable price changes are eliminated by traders exploiting them, leaving only residual unpredictable fluctuations. This classical view of markets operating close to an equilibrium is challenged by extreme price fluctuations which occur far more frequently than can be accounted for by external news. Here we show that speculative markets which absorb self-generated information can exhibit both: evolution towards efficient equilibrium states as well as their subsequent destabilisation. We introduce a minimal agent-based market model where the impacts of trading strategies naturally adapt according to their success. This implements a learning rule for the whole market minimising predictable price changes, and an extreme succeptibility at the point of perfect balance. The model quantitatively reproduces real heavy-tailed log return distributions and volatility clusters. Our results demonstrate that market instabilities can be a consequence of the very mechanisms that lead to market efficiency. |
format | Online Article Text |
id | pubmed-3784944 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-37849442013-09-30 An Inherent Instability of Efficient Markets Patzelt, Felix Pawelzik, Klaus Sci Rep Article Speculative markets are often described as “informationally efficient” such that predictable price changes are eliminated by traders exploiting them, leaving only residual unpredictable fluctuations. This classical view of markets operating close to an equilibrium is challenged by extreme price fluctuations which occur far more frequently than can be accounted for by external news. Here we show that speculative markets which absorb self-generated information can exhibit both: evolution towards efficient equilibrium states as well as their subsequent destabilisation. We introduce a minimal agent-based market model where the impacts of trading strategies naturally adapt according to their success. This implements a learning rule for the whole market minimising predictable price changes, and an extreme succeptibility at the point of perfect balance. The model quantitatively reproduces real heavy-tailed log return distributions and volatility clusters. Our results demonstrate that market instabilities can be a consequence of the very mechanisms that lead to market efficiency. Nature Publishing Group 2013-09-27 /pmc/articles/PMC3784944/ /pubmed/24071722 http://dx.doi.org/10.1038/srep02784 Text en Copyright © 2013, Macmillan Publishers Limited. All rights reserved http://creativecommons.org/licenses/by/3.0/ This work is licensed under a Creative Commons Attribution 3.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by/3.0/ |
spellingShingle | Article Patzelt, Felix Pawelzik, Klaus An Inherent Instability of Efficient Markets |
title | An Inherent Instability of Efficient Markets |
title_full | An Inherent Instability of Efficient Markets |
title_fullStr | An Inherent Instability of Efficient Markets |
title_full_unstemmed | An Inherent Instability of Efficient Markets |
title_short | An Inherent Instability of Efficient Markets |
title_sort | inherent instability of efficient markets |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3784944/ https://www.ncbi.nlm.nih.gov/pubmed/24071722 http://dx.doi.org/10.1038/srep02784 |
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