Finance, Mathematics, Brownian Motion, Financial Engineering, Mathematical Finance.
basically the summation of all change, namely the price. Since all X performed independently, we know that the difference between two different M is also independent. We call the difference between these M increments and the formula is as below. The mean will be 0 and variance is k(i+1) - k(i).