LINEAR PREDICTION AND THE CEPSTRUM

Consider an all-pole filter:
The cepstrum can be determined by the following recursion:
Note that if there are a finite number of filter coefficients, there are still an infinite number of cepstral coefficients. However, the series decays to zero and can be truncated.

The proof of this result is shown below for completeness: