The autoregressive (AR) model of an order p can be written as AR(p) and is defined as
The name ``autoregressive'' comes from the fact that Xt is regressed on the past values of itself.
Example: AR(1) or Markov process
The series will converge if .From the properties of the random process Zt,
we can obtain that