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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...

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Detalles Bibliográficos
Autores principales: Patzelt, Felix, Pawelzik, Klaus
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2013
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.
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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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