Proof of the Invertibility Condition for an MA(1) Process (|θ| < 1)
The core confusion lies in equating invertibility with the ability to express in terms of *past* values. It's about whether the MA representation can be transformed into an AR representation with decaying coefficients.
Institutional Reference: Time Series Analysis
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