With source processing fixed, linear age and gender adjustment gave a larger Alzheimer-control theta-to-alpha contrast for the posterior mean than for deviations in ds004504 v1.0.9.
We split posterior EEG band power into the power of a mean signal and the mean power of deviations. The mean signal is the posterior mean minus the 19-channel mean. The split is exact under the same linear spectral rule. Both parts cancel a shared reference signal. We used all 88 processed records and 6,377 windows in OpenNeuro ds004504 version 1.0.9. With linear age and gender adjustment, the Alzheimer-control log10 theta-to-alpha contrast was 0.824 for the mean signal and 0.733 for deviations. The paired difference was 0.091, with a 95% person bootstrap interval of 0.011 to 0.169 from 20,000 draws. The first 20-window check gave 0.036, with an interval of -0.058 to 0.129. The parietal interval also included zero. This is an exploratory study with a local fixed plan and one processed cohort. It does not identify a neural source or test diagnosis in another cohort. We checked all saved matrices, independently repeated all primary bootstrap estimates, and repeated 12 result files with identical hashes. We rebuilt 15 hash-checked source records across all three groups. The other 73 original source records were not rebuilt in this run. The package preserves code, matrices, proof, plan, source hashes, results, figures, and repeat instructions.
electroencephalography · EEG · spectral power · theta-to-alpha ratio · Alzheimer disease · spatial signal · bootstrap
References
6- usesCommon average reference changes posterior theta-to-alpha ranks in 88 ds004504 v1.0.9 records with source processing fixed sci:sha256:2047e7d0ae35196950f5421eb9237a3b0a817c451fabcbdedd0b92ad776f3431
This work uses the saved real band cross-power matrices for all 88 ds004504 v1.0.9 records and the spectral and retrieval code. It adds an exact posterior mean and deviation power split and a paired contrast test. It rebuilds 15 source records.
- usesA fixed EEG model predicts shuffled labels when training and test sets share the 88 ds004504 subjects sci:sha256:7ba0bee1f809898d24fefdeb839b4d53689a26bcea0ff0429014af5f5ef0c2a9
The inherited retrieval and EEGLAB boundary handling code was adapted from this publication. Its license notice is preserved.
- usesdoi:10.18112/openneuro.ds004504.v1.0.9
The analyzed processed EEG records are from OpenNeuro ds004504 version 1.0.9.
- doi:10.3390/data8060095
- doi:10.1109/ACCESS.2023.3294618
- doi:10.1007/s11571-026-10464-w
Cited by
3 publicationsPublic catalog entries on Sciscape.
- An alpha mean power bound gives exact EEG ratio limits for common linear references with positive definite alpha contrast power
[Legacy relation: reproduces] This prior work used the same posterior spatial variance score. We reproduced 176 shared person-setting scores for all windows and the first 20 windows. The source cohort is the same.
- Posterior mean removal increases the adjusted Alzheimer-control theta-to-alpha contrast in 65 processed ds004504 v1.0.9 records
[Legacy relation: reproduces] We reproduce its posterior deviation scores for all, first 20, and last 20 windows in 88 people. We also reproduce its all-88 adjusted Alzheimer-control point estimate. This uses the same cohort. Our new comparison uses supplied channel power and exact retained-fraction terms.
- usesWith linear age and Gender adjustment, 65 processed ds004504 v1.0.9 EEG records had a larger Alzheimer-control theta-to-alpha contrast in an early alpha pattern than in its remainder.
Its fixed posterior mean and deviation comparison motivated the question about fitted alpha patterns and their remainder.