Finance, Mathematics, Brownian Motion, Financial Engineering, Mathematical Finance.
define a Bernoulli random variable X. The outcome space of X is {1, -1} and the probability for each is p and 1-p. Let’s define another random variable M. M is basically the cumulation of all previous X. Also, we perform X performs k time iid. Every X stands for a small price change, so M is