Direkt zur Hauptnavigation springen Direkt zum Inhalt springen
info(at)avldigital.remove-this.de
Deutsch English
Filtern nach
Aktive Filter
Letzte Suchanfragen

Ergebnisse für *

Zeige Ergebnisse 1 bis 1 von 1.

  1. Multi-asset financial bubbles in an agent-based model with noise traders' herding described by an n-vector Ising model
    Autor*in: Cividino, Davide; Westphal, Rebecca; Sornette, Didier
    Erschienen: 2021
    Verlag:  Swiss Finance Institute, Geneva

    We present an agent-based model (ABM) of a financial market with n > 1 risky assets, whose price dynamics result from the interaction between rational fundamentalists and trend following imitative noise traders. The interactions and opinion formation... mehr

    Zugang:
    Resolving-System (kostenfrei)
    Verlag (kostenfrei)
    Verlag (kostenfrei)

    Standort:
    Helmut-Schmidt-Universität, Universität der Bundeswehr Hamburg, Universitätsbibliothek
    Fernleihe:
    keine Fernleihe

    Standort:
    ZBW - Leibniz-Informationszentrum Wirtschaft, Standort Kiel
    Signatur:
    VS 544
    Fernleihe:
    keine Fernleihe

     

    We present an agent-based model (ABM) of a financial market with n > 1 risky assets, whose price dynamics result from the interaction between rational fundamentalists and trend following imitative noise traders. The interactions and opinion formation of the noise traders are described by an extended O(n) vector model, which generalise the Ising model used previously in ABMs with a single risky asset. Efficient rejection-free transition probabilities are derived to describe realistic investment decisions at the micro level of individual noise traders. The ABM is validated by testing for several characteristics of financial markets such as volatility clustering and fat-tails of the distribution of returns. Furthermore, the model is able to account for the development of endogenous bubbles and crashes. We distinguish three different regimes depending on the traders’ propensity to imitate others. In the subcritical regime of the O(n) vector model, the traders’ opinions are idiosyncratic and no bubbles emerge. Around the critical value of the O(n) vector model, cross sectionally asynchronous bubbles emerge. Above the critical value, small random price fluctuations may be amplified by noise traders herding into a given asset, which then impels fundamentalists to re-equilibrate their more valuable portfolios that have become unbalanced, thus pushing the prices of the other assets upward. The resulting transient increase of the momenta of these assets triggers a reorientation of the noise traders’ portfolios that further amplifies the burgeoning bubbles. We have thus identified a mechanism by which the cautious risk-adverse contrarian rebalancing strategy of fundamentalists leads to systemic risks in the form of cascades of bubbles spreading the whole financial market

     
    Export in Literaturverwaltung   RIS-Format
      BibTeX-Format
    Quelle: Verbundkataloge
    Sprache: Englisch
    Medientyp: Buch (Monographie)
    Format: Online
    Weitere Identifier:
    Schriftenreihe: Research paper series / Swiss Finance Institute ; no 21, 76
    Schlagworte: financial bubbles; agent-based model; arbitrageurs; noise traders; fundamentalists; multi-assets; O(n) vector model; synchronisation
    Umfang: 1 Online-Ressource (circa 24 Seiten), Illustrationen