Autoregressive Polynomial

The autoregressive polynomial, also called the characteristic polynomial, of an autoregressive model is

Its roots determine stability: the usual causal stationary solution exists when every root lies outside the unit circle. For a vector autoregressive model, the corresponding condition uses the roots of .