A comparison of different trading protocols in an agent-based market |
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Authors: | Paolo Pellizzari Arianna Dal Forno |
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Affiliation: | (1) Department of Applied Mathematics, “Ca’ Foscari” University, Dorsoduro 3825/E, 30123 Venice, Italy;(2) School of Advanced Studies in Venice (SSAV), Dorsoduro 3488/U Rio Novo, 30123 Venice, Italy |
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Abstract: | We compare price dynamics of different market protocols (batch auction, continuous double auction and dealership) in an agent-based artificial exchange. In order to distinguish the effects of market architectures alone, we use a controlled environment where allocative and informational issues are neglected and agents do not optimize or learn. Hence, we rule out the possibility that the behavior of traders drives the price dynamics. Aiming to compare price stability and execution quality in broad sense, we analyze standard deviation, excess kurtosis, tail exponent of returns, volume, perceived gain by traders and bid-ask spread. Overall, a dealership market appears to be the best candidate, generating low volume and volatility, virtually no excess kurtosis and high perceived gain. |
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