
ILT-U-3953
Statistical Randomness Validation PT Scheme (SRVS). Long-Range Statistical Defect Analysis (NIST SP 800-90B / NIST SP 800-22)
DETERMINATION / MEASURED PARAMETER | METHOD / STANDARD REFERENCE |
| Detection of long-range statistical correlations | NIST SP 800-22 — Serial Test |
| Detection of periodic or cyclic structures | NIST SP 800-22 — Discrete Fourier Transform (Spectral) Test |
| Detection of cumulative statistical drift | NIST SP 800-22 — Cumulative Sums (Cusum) Test |
| Detection of persistent dependency structures | NIST SP 800-22 — Approximate Entropy Test |
| Detection of reduced statistical complexity | NIST SP 800-22 — Linear Complexity Test |
| Detection of compressibility behavior | NIST SP 800-22 — Maurer’s Universal Statistical Test |
| Detection of deep-stream repetitive structures | NIST SP 800-22 — Overlapping Template Matching Test |
| Detection of long-run imbalance behavior | NIST SP 800-22 — Longest Run of Ones in a Block Test |
| Detection of delayed statistical anomalies | NIST SP 800-22 statistical interpretation principles |
| Long-range p-value stability analysis | NIST SP 800-22 — Statistical interpretation methodology |
| Statistical behavior consistency analysis over extended datasets | NIST SP 800-22 — General statistical evaluation principles |
| Cross-segment statistical comparison | NIST SP 800-22 supporting statistical methodologies |
| Detection of random excursions anomalies | NIST SP 800-22 — Random Excursions Test |
| Detection of random excursions variant anomalies | NIST SP 800-22 — Random Excursions Variant Test |
| Statistical anomaly characterization over large datasets | NIST SP 800-22 statistical interpretation principles |
| Technical interpretation of long-range statistical significance | NIST SP 800-22 — Guidelines for statistical interpretation |
| Final assessment of long-range statistical behavior | NIST SP 800-22 — General statistical evaluation principles |

