A study originally performed in the late 90’s and updated through 2009 that tested different withdrawal rates based on a number of stock/bond mixes for different time horizons to determine the chance of running out of money. Check out 4% Rule (of Thumb) article for a more in depth look at what a safe withdrawal rate for retirement and why it defines our financial goal for financial independence.