Stock Price Prediction by the Artificial Market using Agents Managing Portfolio on Real Market Data

Abstract

We simulate stock returns using the artificial market using agents managing portfolio on real market data. In this model to couple real markets and an artificial market, cash inflows (outflows) to (from) agents are estimated by stock returns of the real markets. Our model can predict stock returns on some level.