 Autoregressive operator

The autoregressive operator acts as $\Phi (B)X_t=X_t-{\sum }_{j=1}^p{a}_j{X}_{t-j}$. Its coefficients are encoded by the autoregressive polynomial. An ARMA equation equates this filtered observation to the noise filtered by the moving-average operator.