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How does learning affect market liquidity? A simulation analysis of a double-auction financial market with portfolio traders

2007

We study the relationship between liquidity and prices in an artificial financial market where portfolio traders with limited resources interact through a continuous, electronic open book. We depart from the standard asset pricing framework in two ways. First, we assume that investors have incomplete information about the distribution of returns. Second, we model the portfolio choice problem using prospect-type preferences. We model the utility function in terms of deviations of the portfolio growth rate from a specified target growth rate, and we assume that investors are more sensitive to downside movements. We show that the parameters defining the learning process affect the price dynami…

Economics and EconometricsControl and OptimizationanalysiCapital market lineApplied MathematicsLiquidity crisisAffect marketLiquidity riskMarket liquidityMicroeconomicsReplicating portfolioEconomicsPortfolioPortfolio optimizationfinancial market.Market impactJournal of Economic Dynamics and Control
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