Military Spending → Life expectancy at birth
Aggregate n-of-1 pair study with adaptive bins, optimal value estimates, and subject-level diagnostics.
Grade ADirection neutral1 quality warning
Evidence Grade
A
Subjects
198
Aligned Pairs
4752
Predictive Pearson
0.000
Optimal Value
Central
204.50 model spending units
Lower / Upper
58.02 - 439.89
Support
198 subjects
Jurisdiction Optimal Predictor Value Distribution
adaptive_numeric_bins • target bins 10 • min size 19
| Bin | Obs | Subjects | Outcome % Change from Baseline | Forward Pearson | Predictive Pearson |
|---|---|---|---|---|---|
| 1.6 - 28.0 | 456 | 19 | 6.20 | 0.612 | 0.000 |
| 28.0 - 46.0 | 504 | 21 | 6.90 | 0.802 | 0.000 |
| 46.0 - 79.0 | 480 | 20 | 7.65 | 0.786 | 0.000 |
| 79.0 - 144.0 | 480 | 20 | 2.20 | 0.586 | 0.000 |
| 144.0 - 205.0 | 456 | 19 | 3.80 | 0.851 | 0.000 |
| 205.0 - 267.0 | 480 | 20 | 4.05 | 0.852 | 0.000 |
| 267.0 - 391.0 | 456 | 19 | 2.70 | 0.602 | 0.000 |
| 391.0 - 536.0 | 480 | 20 | 2.45 | 0.706 | 0.000 |
| 536.0 - 808.0 | 480 | 20 | 2.45 | 0.764 | 0.000 |
| 808.0 - 5202.3 | 480 | 20 | 2.35 | 0.725 | 0.000 |
Subject Drilldowns
View AllData Flow
Source country results
198 input • 198 output • 0 dropped
Aggregate pair metrics
4752 input • 4752 output • 0 dropped
Adaptive bin construction
198 input • 198 output • 0 dropped
Data Freshness & Provenance
Explorer payload generated 3/12/2026, 10:59:57 PM.
- US Government Size Analysispackages/examples/output/us-government-size-analysis.jsonGenerated 3/12/2026, 10:59:57 PM
- US Optimal Budget Analysispackages/web/src/data/optimal-budget.jsonGenerated 2/7/2026, 5:03:26 AM
Precompute Cache Index
Key: 9281976a
6 outcomes • 5 predictors • 8 pairs • 936 subjects