Modern approaches to stock pricing in quantitative finance are typically founded on the Black-Scholes model and the underlying random walk hypothesis. Empirical data indicate that this hypothesis works well in stable situations but, in abrupt transitions such as during an economical crisis, the random walk model fails and alternative descriptions are needed. For this reason, several proposals have been recently forwarded which are based on the formalism of quantum mechanics. In this paper we apply the SCoP formalism, elaborated to provide an operational foundation of quantum mechanics, to the stock market. We argue that a stock market is an intrinsically contextual system where agents' decisions globally influence the market system and stocks prices, determining a nonclassical behavior. More specifically, we maintain that a given stock does not generally have a definite value, e.g., a price, but its value is actualized as a consequence of the contextual interactions in the trading process. This contextual influence is responsible of the non-Kolmogorovian quantumlike behavior of the market at a statistical level. Then, we propose a sphere model within our hidden measurement formalism that describes a buying/selling process of a stock and shows that it is intuitively reasonable to assume that the stock has not a definite price until it is traded. This result is relevant in our opinion since it provides a theoretical support to the use of quantum models in finance.
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29 March 2012
FOUNDATIONS OF PROBABILITY AND PHYSICS - 6
14–16 June 2011
Växjö, Sweden
Research Article|
March 29 2012
A quantum-like approach to the stock market Available to Purchase
Diederik Aerts;
Diederik Aerts
Center Leo Apostel for Interdisciplinary Studies Brussels Free University, Pleinlaan 2, 1050,
Belgium
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Bart D'Hooghe;
Bart D'Hooghe
Center Leo Apostel for Interdisciplinary Studies Brussels Free University, Pleinlaan 2, 1050,
Belgium
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Sandro Sozzo
Sandro Sozzo
Center Leo Apostel for Interdisciplinary Studies Brussels Free University, Pleinlaan 2, 1050,
Belgium
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Diederik Aerts
Bart D'Hooghe
Sandro Sozzo
Center Leo Apostel for Interdisciplinary Studies Brussels Free University, Pleinlaan 2, 1050,
Belgium
AIP Conf. Proc. 1424, 495–506 (2012)
Citation
Diederik Aerts, Bart D'Hooghe, Sandro Sozzo; A quantum-like approach to the stock market. AIP Conf. Proc. 29 March 2012; 1424 (1): 495–506. https://doi.org/10.1063/1.3689002
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