Use a Logistic Distribution to Simulate Fractional Change

LogisticDistribution provides a very good fit for fractional price changes from the previous closing prices of stocks. Use EstimatedDistribution to find best fit with logistic distribution for the daily fractional price changes of the S&P 500 index from January 1, 2000 to January 1, 2009. Then use this distribution to run a simulation.