Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Savona, Roberto, Soumare, Maxence, Andersen, Jørgen Vitting
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
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
_version_ 1782365888226263040
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