Proof that a Logarithmic Transformation Stabilizes Variance when Standard Deviation is Proportional to Mean
The confusion arises from misapplying the approximation. The log transformation doesn't strictly make the variance *zero* or *perfectly* constant, but rather approximately constant, especially for values of far from zero.
Institutional Reference: Time Series Analysis
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