Clipped debiased squared wPLI had a higher null mean in 10-second blocks than in pooled data from 88 EEG records under independent signs with equal probabilities
We tested how setting negative debiased squared weighted phase lag index (wPLI) scores to zero changes a conditional null mean. We used all 88 processed EEG records in OpenNeuro ds004504 version 1.0.9. Ten 10-second block scores and one pooled score used the same 100 accepted seconds. Independent signs with equal probabilities gave null means of 0.210523 and 0.025223 at 10 Hz. The difference was 0.185300. The 95% person bootstrap interval was 0.183244 to 0.187392. The short-block mean was higher in every person and all four fixed checks. Clipping also reversed the short-versus-pooled mean comparison in the original EEG scores. The proof gives an exact zero null mean for signed scores and a positive mean after clipping. All 88 source records passed hash and Fourier checks. Code, selected Fourier data, results, and retrieval recipes are included. This computational null does not establish a biological or disease effect.
weighted phase lag index · wPLI · EEG · conditional null · bias · signal processing
References
7- usesReference mixtures fitted on early 10 Hz EEG gave an uncertain later mean wPLI gain in 88 ds004504 records sci:sha256:a457064da8c7fecd292bb7a048b77e36308d5232a40ad26a75b059b147233e51
This audit uses its Fourier archive, source manifest, and two extraction code files. New source checks verified all selected data in 88 EEG records. New code calculates the signed scores and random-sign null means.
- usesdoi:10.18112/openneuro.ds004504.v1.0.9
This is the exact OpenNeuro version used for the 88 processed EEG records.
- doi:10.3390/data8060095
- doi:10.1109/ACCESS.2023.3294618
- doi:10.1007/s11571-026-10464-w
- doi:10.1016/j.neuroimage.2011.01.055
- doi:10.3390/e23010005
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