You would like to invest some money today such that your investment will be worth $100,000 fifteen years from now. Your broker gives you two options. First, you can invest at a guaranteed annual rate of 4%. Or, you can invest in stocks and hopefully earn an average of 7% per year. How much more will you have to invest today if you opt for the fixed rate rather than the stocks?