ILT-U-3962
Statistical Randomness Validation PT Scheme (SRVS). False Positive Interpretation Challenge (NIST SP 800-90B / NIST SP 800-22)
DETERMINATION / MEASURED PARAMETER | METHOD / STANDARD REFERENCE |
| Interpretation of isolated statistical failures | NIST SP 800-22 — Guidelines for Statistical Interpretation |
| Evaluation of p-value significance | NIST SP 800-22 — Statistical interpretation methodology |
| Assessment of p-value distribution consistency | NIST SP 800-22 — Uniformity assessment principles |
| Detection of statistically significant bias | NIST SP 800-22 — Frequency (Monobit) Test |
| Evaluation of weak runs anomalies | NIST SP 800-22 — Runs Test |
| Evaluation of weak serial dependencies | NIST SP 800-22 — Serial Test |
| Approximate entropy consistency analysis | NIST SP 800-22 — Approximate Entropy Test |
| Detection of statistically meaningful repetitive structures | NIST SP 800-22 — Non-overlapping Template Matching Test |
| Detection of statistically meaningful periodic behavior | NIST SP 800-22 — Discrete Fourier Transform (Spectral) Test |
| Statistical consistency analysis across repeated executions | NIST SP 800-22 statistical interpretation principles |
| Cross-test anomaly correlation assessment | NIST SP 800-22 — General statistical evaluation principles |
| Identification of false-positive statistical interpretations | NIST SP 800-22 — Guidelines for statistical interpretation |
| Conservative interpretation of weak statistical anomalies | NIST SP 800-22 interpretation principles |
| Assessment of statistical reproducibility of anomalies | NIST SP 800-22 supporting statistical methodologies |
| Evaluation of significance threshold applicability | NIST SP 800-22 statistical methodology |
| Technical interpretation of probabilistic variability | NIST SP 800-22 — General statistical interpretation principles |
| Final assessment of statistical significance and anomaly relevance | NIST SP 800-22 — General statistical evaluation principles |
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