Finance, Mathematics, Brownian Motion, Financial Engineering, Mathematical Finance.
we can apply the central limit theorem. Also, by rescaling, we can make W(t) follows N(0, t). So, this is a tricky part and maybe you can try to go through it on your own. There are a whole lot of topics to dig into, such as martingale and Markov Property, however, I will leave it to the future.