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Financial Symmetry and Moods in the Market
This paper studies how certain speculative transitions in financial markets can be ascribed to a symmetry break that happens in the collective decision making. Investors are assumed to be bounded rational, using a limited set of information including past price history and expectation on future divi...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4391878/ https://www.ncbi.nlm.nih.gov/pubmed/25856392 http://dx.doi.org/10.1371/journal.pone.0118224 |
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author | Savona, Roberto Soumare, Maxence Andersen, Jørgen Vitting |
author_facet | Savona, Roberto Soumare, Maxence Andersen, Jørgen Vitting |
author_sort | Savona, Roberto |
collection | PubMed |
description | This paper studies how certain speculative transitions in financial markets can be ascribed to a symmetry break that happens in the collective decision making. Investors are assumed to be bounded rational, using a limited set of information including past price history and expectation on future dividends. Investment strategies are dynamically changed based on realized returns within a game theoretical scheme with Nash equilibria. In such a setting, markets behave as complex systems whose payoff reflect an intrinsic financial symmetry that guarantees equilibrium in price dynamics (fundamentalist state) until the symmetry is broken leading to bubble or anti-bubble scenarios (speculative state). We model such two-phase transition in a micro-to-macro scheme through a Ginzburg-Landau-based power expansion leading to a market temperature parameter which modulates the state transitions in the market. Via simulations we prove that transitions in the market price dynamics can be phenomenologically explained by the number of traders, the number of strategies and amount of information used by agents, all included in our market temperature parameter. |
format | Online Article Text |
id | pubmed-4391878 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-43918782015-04-21 Financial Symmetry and Moods in the Market Savona, Roberto Soumare, Maxence Andersen, Jørgen Vitting PLoS One Research Article This paper studies how certain speculative transitions in financial markets can be ascribed to a symmetry break that happens in the collective decision making. Investors are assumed to be bounded rational, using a limited set of information including past price history and expectation on future dividends. Investment strategies are dynamically changed based on realized returns within a game theoretical scheme with Nash equilibria. In such a setting, markets behave as complex systems whose payoff reflect an intrinsic financial symmetry that guarantees equilibrium in price dynamics (fundamentalist state) until the symmetry is broken leading to bubble or anti-bubble scenarios (speculative state). We model such two-phase transition in a micro-to-macro scheme through a Ginzburg-Landau-based power expansion leading to a market temperature parameter which modulates the state transitions in the market. Via simulations we prove that transitions in the market price dynamics can be phenomenologically explained by the number of traders, the number of strategies and amount of information used by agents, all included in our market temperature parameter. Public Library of Science 2015-04-09 /pmc/articles/PMC4391878/ /pubmed/25856392 http://dx.doi.org/10.1371/journal.pone.0118224 Text en © 2015 Savona et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Savona, Roberto Soumare, Maxence Andersen, Jørgen Vitting Financial Symmetry and Moods in the Market |
title | Financial Symmetry and Moods in the Market |
title_full | Financial Symmetry and Moods in the Market |
title_fullStr | Financial Symmetry and Moods in the Market |
title_full_unstemmed | Financial Symmetry and Moods in the Market |
title_short | Financial Symmetry and Moods in the Market |
title_sort | financial symmetry and moods in the market |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4391878/ https://www.ncbi.nlm.nih.gov/pubmed/25856392 http://dx.doi.org/10.1371/journal.pone.0118224 |
work_keys_str_mv | AT savonaroberto financialsymmetryandmoodsinthemarket AT soumaremaxence financialsymmetryandmoodsinthemarket AT andersenjørgenvitting financialsymmetryandmoodsinthemarket |