Risk Scoring & Anomaly Detection

DataOracle Risk

Tail-risk estimation, outlier detection, stress-test scenarios, and probabilistic risk ratings across datasets.

Risk Models
14
Tail Risk (95%)
2.8σ
Anomaly Rate
0.04%
Coverage
99.7%

Distribution Overview

PROBABILISTIC · NOT PREDICTIVE
−3σ−2σ−1σμ+1σ+2σ+3σ

Included Analyses

  • Value-at-Risk (VaR) estimation
  • Z-score & IQR outlier detection
  • Stress-test scenario modeling
  • Correlation breakdown analysis
  • Monte Carlo tail simulation
  • Risk-rank scoring
Disclaimer · Risk scores are probabilistic estimates derived from historical data. They do not predict future losses with certainty.