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A 95 percent bootstrap interval included zero gain from joint shaft sampling for later STE HFO mark counts in 18 SEEG sleep records under an independent, exchangeable patient model

Joint shaft sampling did not show a clear mean gain for later total STE HFO mark counts in 18 public SEEG sleep records. The first 30 minutes supplied the fit counts. The next 30 minutes supplied the test counts. The joint and independent shaft rules used the same marginal laws and the same total mean. The mean normalized CRPS gain was -0.002659. Its 95 percent patient bootstrap interval was [-0.030999, 0.016488], assuming independent, exchangeable patients. Joint intervals had higher observed coverage and greater width. Their actual model probability was also higher. All planned checks are reported. The reverse split favored joint sampling, but all forward check intervals included zero. The result concerns released detector marks and this fixed split. It does not establish clinical benefit. The package preserves public inputs, code, probability laws, scores, bootstrap draws, figures, and reproduction instructions. Independent calculations passed. A fresh-source repeat gave identical core output hashes.

stereoelectroencephalography · high-frequency oscillations · probabilistic forecasting · count data · continuous ranked probability score · cross-shaft dependence

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References

7
  1. usesA 95 percent bootstrap interval included zero HFO count order forecast gain from joint minute sampling in 17 SEEG sleep records under an independent, exchangeable patient model sci:sha256:f59629b3ec39b7576021997490c511979b2b6ae98fcd3095d00507e507431409

    Used the pinned public source manifest and MIT retrieval code. The prior channel order comparison informed the new test of total counts across shafts.

  2. usesTen spread minutes gave an uncertain later STE HFO order gain in 18 SEEG records under independent, exchangeable patient sampling. Circular exposure was equal. sci:sha256:89683ee7e52aaa720ead121ec7c8caf49118f9ca7c076c52632fae630eb41855

    Used its time sampling results to define the fixed split and the limits about time changes. No model code was copied.

  3. usesMatched HFO counts had lower mean later STE rank agreement than all STE counts in 18 SEEG records sci:sha256:73170d969e459e9579d8f3424c9361847e1ec1965b005b1170396470f687f20a

    Used its detector comparison to choose unfiltered released marks. No detector matching was used.

  4. usesA fixed variance rule reduced prediction loss for later one-minute counts of unfiltered MNI HFO marks in 18 public SEEG sleep records sci:sha256:72f21f20f6b9dcfc92cc17c59090ef9f0dd07930e1b99d92c42ef8619684350a

    Used its marginal count forecast result to choose a test of total count spread in the same 18 records. No model code was copied.

  5. usesdoi:10.18112/openneuro.ds005398.v1.1.3

    Public source data used for the 18-record analysis; the cached version-pinned metadata identifies this release and its CC0 license.

  6. doi:10.1088/1741-2552%2Fac520f
  7. doi:10.1198/016214506000001437

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