ILT-U-3951
Statistical Randomness Validation PT Scheme (SRVS). Basic Statistical Failure Detection (NIST SP 800-90B / NIST SP 800-22)
DETERMINATION / MEASURED PARAMETER | METHOD / STANDARD REFERENCE |
| Detection of statistical bias | NIST SP 800-22 — Frequency (Monobit) Test |
| Detection of block-level frequency anomalies | NIST SP 800-22 — Block Frequency Test |
| Detection of abnormal runs behavior | NIST SP 800-22 — Runs Test |
| Detection of long-run imbalance behavior | NIST SP 800-22 — Longest Run of Ones in a Block Test |
| Detection of repetitive or periodic structures | NIST SP 800-22 — Discrete Fourier Transform (Spectral) Test |
| Detection of template-based repetitive patterns | NIST SP 800-22 — Non-overlapping Template Matching Test |
| Detection of overlapping repetitive structures | NIST SP 800-22 — Overlapping Template Matching Test |
| Statistical complexity assessment | NIST SP 800-22 — Linear Complexity Test |
| Detection of serial dependencies | NIST SP 800-22 — Serial Test |
| Approximate entropy behavior analysis | NIST SP 800-22 — Approximate Entropy Test |
| Cumulative statistical drift analysis | NIST SP 800-22 — Cumulative Sums (Cusum) Test |
| 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 | NIST SP 800-22 statistical interpretation principles |
| P-value distribution analysis | NIST SP 800-22 — Statistical interpretation methodology |
| Technical interpretation of statistical significance | NIST SP 800-22 — Guidelines for statistical interpretation |
| Final assessment of observable randomness behavior | NIST SP 800-22 — General statistical evaluation principles |
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ILT-U-1749
Software safety validation of software module for an Adaptative Cruise Control System (ACC)
