Newbie question. I am reading about stationary series and understand that it has many forms:
- mean stationary
- variance stationary
- covariance stationary
My question is does unit root stationary imply all of the above? If I run an augmented dicky fuller test and find that the series is unit root stationarity is that sufficient to say that the series is stationary in all respects?