ILT-U-3965
Statistical Randomness Validation PT Scheme (SRVS). Multi-Battery Comparative Analysis (NIST SP 800-90B / NIST SP 800-22)
DETERMINATION / MEASURED PARAMETER | METHOD / STANDARD REFERENCE |
| Comparative interpretation of statistical test batteries | NIST SP 800-22 — General statistical evaluation principles |
| Cross-battery anomaly correlation analysis | NIST SP 800-22 statistical interpretation principles |
| Evaluation of p-value consistency across methodologies | NIST SP 800-22 — Statistical interpretation methodology |
| Detection of battery-specific statistical sensitivities | Comparative analysis using NIST SP 800-22, Diehard, PractRand, and TestU01 methodologies |
| Detection of statistical bias across multiple frameworks | NIST SP 800-22 — Frequency (Monobit) Test; supporting battery comparisons |
| Comparative runs behavior analysis | NIST SP 800-22 — Runs Test; supporting battery comparisons |
| Comparative serial dependency analysis | NIST SP 800-22 — Serial Test; supporting battery comparisons |
| Comparative spectral anomaly analysis | NIST SP 800-22 — Discrete Fourier Transform (Spectral) Test; supporting battery comparisons |
| Comparative entropy behavior analysis | NIST SP 800-22 — Approximate Entropy Test; supporting battery comparisons |
| Comparative statistical complexity analysis | NIST SP 800-22 — Linear Complexity Test; supporting battery comparisons |
| Evaluation of long-range anomaly sensitivity | PractRand and TestU01 supporting methodologies |
| Detection of inconsistent statistical conclusions between batteries | Comparative statistical interpretation methodologies |
| Assessment of statistical reproducibility across methodologies | NIST SP 800-22 interpretation principles |
| Comparative significance analysis of weak statistical anomalies | NIST SP 800-22 — Guidelines for statistical interpretation |
| Technical interpretation of conflicting statistical outcomes | NIST SP 800-22 and supporting statistical interpretation principles |
| Assessment of methodological applicability and limitations | NIST SP 800-22 — General statistical evaluation principles |
| Final assessment of observable randomness behavior using multiple statistical frameworks | Comparative statistical interpretation methodologies |
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