Causality root criterion for an autoregressive model
ID: causality-root-criterion-for-an-autoregressive-model
A causal time series satisfying with nondegenerate white noise has a square-summable present-and-past filter. The identity excludes roots inside the unit disk; a pole of on its boundary also prevents square summability. Thus all roots of lie strictly outside the unit circle.
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