Data Validation & Truth Probability Analysis
This calculator helps determine the veracity of data sets through:
- Statistical Validation: Confidence interval calculations
- Error Margin Analysis: Z-score based error determination
- Probability Scoring: Truth likelihood estimation
- Data Quality Metrics: Comprehensive validation scoring
Core Formulas
| Metric | Formula |
|---|
| Truth Probability | (True Points / Total Points) × 100 |
| Margin of Error | Z × √(p(1-p)/n |
| Validation Score | (Truth Probability - Error Margin) × Confidence Level |
Confidence Level Z-Scores
| Confidence | Z Value |
|---|
| 90% | 1.645 |
| 95% | 1.960 |
| 99% | 2.576 |