The Moving Average Model of Order q, MA(q) 

In the video we discuss the properties of the moving average process with q lags, MA(q). We explain how to derive the unconditional mean, variance, and autocovariances of the process. We derive an expression for the autocorrelation function and show that the process has a memory of exactly q periods.