Social finance: a model of social influence on financial markets
Social finance: a model of social influence on financial markets
The purpose of this research project is to investigate the possible destabilizing effects generated by social interactions between investors in financial markets, with particular regard to excess volatility in price fluctuations and financial bubbles. More specifically, I build a model describing a financial market populated by different categories of investors, distinguished by their level of sophistication, which measures investors’ net worth and experience in financial markets and having heterogeneous beliefs in estimating the value of the traded asset. I represent the interaction among traders through a coupled map, which describes the evolution and dissemination of the perceived value of the asset over time. Its esteem will depend on the trading strategy adopted by these investors, having the choice between being fundamentalists, that is, believing the asset will tend to its fundamental value, contrarian fundamentalists, believing the asset will move away from its fundamental value, or followers, imitating one of the two previous types of investors with a delay. My goal is to perform an analysis of this model and understand how the structure of this system and the set of investors affected by social biases influence those critical points beyond which these undesired phenomena appear.
University of Southampton
Di Nardo, Giuseppe
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May 2024
Di Nardo, Giuseppe
b159f33e-f197-480f-aaec-4af6158e540e
Hoyle, Rebecca
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Hatcher, Michael
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Sanchez-Garcia, Ruben
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Lu, Zudi
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Di Nardo, Giuseppe
(2024)
Social finance: a model of social influence on financial markets.
University of Southampton, Doctoral Thesis, 251pp.
Record type:
Thesis
(Doctoral)
Abstract
The purpose of this research project is to investigate the possible destabilizing effects generated by social interactions between investors in financial markets, with particular regard to excess volatility in price fluctuations and financial bubbles. More specifically, I build a model describing a financial market populated by different categories of investors, distinguished by their level of sophistication, which measures investors’ net worth and experience in financial markets and having heterogeneous beliefs in estimating the value of the traded asset. I represent the interaction among traders through a coupled map, which describes the evolution and dissemination of the perceived value of the asset over time. Its esteem will depend on the trading strategy adopted by these investors, having the choice between being fundamentalists, that is, believing the asset will tend to its fundamental value, contrarian fundamentalists, believing the asset will move away from its fundamental value, or followers, imitating one of the two previous types of investors with a delay. My goal is to perform an analysis of this model and understand how the structure of this system and the set of investors affected by social biases influence those critical points beyond which these undesired phenomena appear.
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Published date: May 2024
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Local EPrints ID: 490584
URI: http://eprints.soton.ac.uk/id/eprint/490584
PURE UUID: 603d73d3-5112-445c-85db-01e1ddc42c16
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Date deposited: 30 May 2024 16:59
Last modified: 15 Aug 2024 02:13
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Author:
Giuseppe Di Nardo
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