Unequal spectral offset sensitivity

ID: unequal-spectral-offset-sensitivity

Unequal spectral offset sensitivity occurs when a shared instrumental or reference offset influences two spectral estimates by different amounts. It limits spectral common-mode offset rejection: subtraction cancels a common disturbance only to the extent that its two response coefficients match.
For frequencies , write an explicit measurement model
where is the shared offset, are dimensionless sensitivities and are residual errors. Then
Thus even perfectly shared leaves a residual when .
An original uncertainty example uses , and standard uncertainty . The offset contribution to the difference is . With independent residual standard uncertainties of each and no correlation with , the combined uncertainty is
A general calculation retains the relevant covariances; the independent-error simplification is an assumption, not a consequence of a shared instrument.[ref]
Reweighting also changes what is measured. Subtracting from cancels when both sensitivities are nonzero, but estimates , not generally the original frequency difference. Achieving cancellation is insufficient unless the resulting estimator still answers the intended physical question.
A controlled reference perturbation can estimate the slopes and while the true spectral features are held stable. Their difference predicts leakage. Spectral offset identifiability asks whether the available observations can distinguish a real change of frequency separation from this leakage; one observed difference alone cannot determine both an unknown physical change and an unknown offset. Reference features, controlled perturbations or independently established response coefficients supply additional information.

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