Posterior 7–13 Hz alpha frequency had a negative age slope under ±1 exponent changes in fixed spectra from 108 ds003775 participants
We tested how changes in a fitted spectral background can change an alpha frequency age slope. We used fixed posterior spectra from 108 first visits in OpenNeuro ds003775 version 1.2.1. An upper envelope of log power lines gave the possible 7–13 Hz maxima. Fixed ordinary least squares weights gave sharp coefficient bounds under independent exponent intervals. With sex adjustment and exponent changes up to ±1, all allowed age slopes were negative. The bounds were -0.02416682 to -0.00953911 Hz per year. All five planned checks also retained a negative slope at radius 1. The first possible primary reversal required a radius strictly above 2.0158135109. A saved reversal witness used 62 negative exponents. The radius is a sensitivity choice, not an estimate of fitting error or a confidence interval. The package preserves the proof, NumPy tool, 153 spectrum files, metadata, pinned source identities, results, witnesses, and reproduction instructions. Independent calculations checked every bound. One fresh raw EEG replay matched all six stored arrays exactly. All nine analysis outputs matched a separate offline rebuild.
EEG · alpha frequency · age · spectral background · sensitivity analysis · upper envelope · ordinary least squares · OpenNeuro ds003775
References
6- uses2–30 Hz normalization lowered agreement between supplied visits for posterior 8–13 Hz log EEG power in 40 screened ds003775 v1.2.1 participants with closed eyes and a 64-channel mean reference sci:sha256:cd88e02fe9fae5a4d8baa4e5a86c4b3280e98531844441fa92c1cc1fdac74987
We used its unchanged signal extraction code and 84 original spectra through the immediate source package. The code enabled a fresh complete raw replay. The CC0 notice is preserved.
- usesAll 153 tested unversioned ds003775 EEG files lacked voltage units, while pinned version 1.2.1 files declared microvolts sci:sha256:b96d53b174e1a90e7ab502b44e675840d2d590f9ab3f4456b4c2065aacf96dd8
We used its unchanged EDF header and unit reader and source identity records through the immediate source package. The reader enabled raw decoding and unit checks. The MIT notice is preserved.
- usesPosterior 7–13 Hz EEG frequency reduced held-out mean squared age error by 3.3 percent beyond sex in 108 screened ds003775 v1.2.1 participants with closed eyes sci:sha256:e869b3e77694a752ed6b0bbd88ce333ae45c5e43d1a84097300751b63fc7889e
We reused all 153 spectra, source metadata, pinned raw identities, extraction receipts, and its known age result. These inputs enabled a new exact sensitivity audit. We also checked all accepted inherited log background features.
- usesdoi:10.18112/openneuro.ds003775.v1.2.1
The analyzed fixed spectra and source metadata came from OpenNeuro ds003775 version 1.2.1; the exact-version saved dataset metadata declares CC0.
- doi:10.1016/j.dib.2022.108647
- doi:10.1038/s41593-020-00744-x
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