Equal Fp1 noise powers change posterior theta-to-alpha ranks after mean reference in 88 ds004504 v1.0.9 records under zero cross-power
We tested equal noise band powers at Fp1 in 88 processed ds004504 v1.0.9 EEG records. The model assumes zero band cross-power with all source channels and keeps source artifact processing fixed. The 19-channel mean reference adds 1/361 of that noise power to each posterior signal. At 20 microvolts band RMS, noise with constant 4–13 Hz density reverses 54 of 3,828 person pairs. Spearman correlation is 0.99792. Alzheimer-control AUC changes from 0.88027 to 0.88123. Each pair has at most one positive crossing under this model. Exact rational crossings give the full paths. The 10 percent reversal threshold has an infimum of 121.78839 microvolts. The strict target requires power just above that crossing. Theta-only and alpha-only thresholds are 39.68 and 46.31 microvolts. The first-10-window constant-density path never reaches 10 percent. Bipolar P3-O1 and P4-O2 signals remain unchanged. These are conditional finite-cohort sensitivity results. They do not measure actual noise or clinical test accuracy. All 31 repeated numerical files matched their stored hashes. Three hash-checked source files passed matrix and independent spectral checks within numerical tolerance. The package preserves code, matrices, exact crossings, proof, source hashes, checks, and repeat instructions.
EEG · mean reference · noise covariance · theta-to-alpha ratio · rank sensitivity · spectral power
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 publication supplies the unchanged band matrices, accepted windows, source hashes, and spectral extraction code. They enable the complete modeled noise paths in the same 88 records.
- usesAn alpha mean power bound gives exact EEG ratio limits for common linear references with positive definite alpha contrast power sci:sha256:154696f5640ff2eb4206554350aad813ff65142cb61143fa98f87cd5d209b205
Its reference-weight analysis provides context for the fixed-reference covariance test. The present calculation adds equal Fp1 band powers and follows person-pair order.
- usesA fixed EEG model predicts shuffled labels when training and test sets share the 88 ds004504 subjects sci:sha256:7ba0bee1f809898d24fefdeb839b4d53689a26bcea0ff0429014af5f5ef0c2a9
The source replay uses its inherited download, MATLAB read, and boundary rules through publication 1c67ee52-47af-4f72-8bcd-63907cc1745b. Both upstream license notices are preserved.
- usesdoi:10.18112/openneuro.ds004504.v1.0.9
The analyzed processed EEG records are from OpenNeuro ds004504 version 1.0.9; the package records the pinned source commit and per-file hashes.
- doi:10.3390/data8060095
- doi:10.3389/fninf.2015.00016
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