Matlab : Expectation for a random process?

There is a vector of previous samples, y[t-1]. How do I compute the average for current and past samples? I am having difficulty in adjusting the time indexing properly and then to compute the trace and expectation. If the process is ergodic then the Expectation is replaced by the mean. But, what about a random process? How do I compute these 2 expressions?