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Introduction to Time Series Analysis. Lecture 6.
ARMA(p,q): Stationarity, causality, and invertibility Theorem: If φand θhave no common factors, a (unique) sta-tionary solution to φ(B)Xt = θ(B)Wt exists iff the roots of φ(z) avoid the unit circle:
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