Derivation of the Mean for a Stationary AR(1) Process

Students often forget the critical stationarity condition \

|\\phi| < 1 \

for the mean to exist and be finite. Without it, the process can exhibit explosive behavior or wander indefinitely, rendering the derived mean meaningless as a stable long-run average.

Institutional Reference: Time Series Analysis

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