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Frequency decomposition of forecast error variance

The OP almost has it correct. Yes, if the time data is sampled at once/month, the unique frequency range for real data is from $f=0$ to $f=0.5$ cycles/month, or 1 cycle/2 months as the OP has written. ...
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