Differencing
= Differencing
{title2=$\Delta=1-B$}
The difference $\Delta X_t=X_t-X_{t-1}$ can remove a unit-root stochastic trend. A <seasonal difference operator> instead subtracts an observation a full seasonal period earlier. Neither operation automatically removes a changing variance.