Beta covariance whitening created small smoothed power correlations between originally disjoint outputs in independent-contact Gaussian models from 36 SEEG patients
We tested whether beta covariance whitening removed power correlations between originally disjoint bipolar outputs. The test used independent contact Gaussian models with measured spectra from 36 public SEEG patients. Whitening removed covariance at the same time point but left covariance at other lags. That covariance created small correlations between 1-second power averages. The equal-patient mean was 0.000582, with a 95% patient bootstrap interval from 0.000507 to 0.000667. All 36 patient means were positive. An additional 1 Hz spectral smoothing test reduced the mean to 0.000280. These are exact model correlations. They do not measure neural coupling or clinical error. The package preserves an exact calculation, 72 verified source recipes, compact model inputs, simulation checks, code, and results. A second raw extraction and a repeated analysis matched the saved inputs and scores.
covariance whitening · power correlation · SEEG · intracranial EEG · Gaussian model · spectral analysis · signal processing
References
5- usesSymmetric spatial whitening creates lag correlation between originally disjoint bipolar outputs in independent contact controls from 36 SEEG patients sci:sha256:c7caaafded3b3a92b1fdae20769b2e2c967257c1b8aa19a25397b1801cafb19d
We used the pinned source range recipes, cohort metadata, path code, montage code, and symmetric inverse-root code. These inputs fixed the 36-patient source cohort and enabled the new same-band power calculation. We downloaded and verified every source prefix again.
- usesFull partial correlation remains between disjoint bipolar channels within chains in independent contact controls from 36 SEEG patients sci:sha256:23d190482e6bb3cf7f70ae441ca5a265027502b817887a7a55812008167715b9
The lag study preserved the contact metadata and broad-band covariance inputs from this covariance study. We used those inherited reference files to check the new EDF calibration, contact selection, and filtering. We did not use its partial correlation scores.
- usesIndependent contact controls from two SEEG records retained positive beta window power correlation after pairwise orthogonalization when bipolar signals shared a contact sci:sha256:83b52dc7dfeaadfb504050742e5561d053d6ad94ea8faa3f2cbb68f2752c2bdb
The pairwise orthogonalization study gave context for a power dependence control. It motivated a test of power averages after full-path symmetric whitening. We used no source data, code, or scores from that study.
- usesdoi:10.18112/openneuro.ds004100.v1.1.3
Source dataset for the 36-patient spectra and archived compact inputs; the analyzed release is OpenNeuro ds004100 version 1.1.3.
- doi:10.3389/fnins.2020.577574
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