The opinion game: Stock price evolution from microscopic market modeling

A Bovier, J Černý, O Hryniv - International Journal of Theoretical …, 2006 - World Scientific
A Bovier, J Černý, O Hryniv
International Journal of Theoretical and Applied Finance, 2006World Scientific
We propose a class of Markovian agent based models for the time evolution of a share price
in an interactive market. The models rely on a microscopic description of a market of buyers
and sellers who change their opinion about the stock value in a stochastic way. The actual
price is determined in realistic way by matching (clearing) offers until no further transactions
can be performed. Some analytic results for simple special cases are presented. We also
propose basic interaction mechanisms and show in simulations that these already …
We propose a class of Markovian agent based models for the time evolution of a share price in an interactive market. The models rely on a microscopic description of a market of buyers and sellers who change their opinion about the stock value in a stochastic way. The actual price is determined in realistic way by matching (clearing) offers until no further transactions can be performed. Some analytic results for simple special cases are presented. We also propose basic interaction mechanisms and show in simulations that these already reproduce certain particular features of prices in real stock markets.
World Scientific
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