Let x(t+1) = x(t) + e(t), e(t) iid N(0,1). What is the probability of x(s)> c, for any 0<s<T?
Calculation for any specific s is easy. But I am looking for the probability that the random walk crosses c any time between now and T. Easy to implement approximation preferred.