Process | Model | Stationary Condition |
MA(q) | None: MA(q) process is always stationary. | |
AR(p) | ||
ARMA(p, q) | AR(p) component is stationary. | |
ARIMA(p, d, q) | The AR(p) component is stationary after the series is differenced d times. |