Table 7 The 90th percentile confidence intervals for all performance measure estimates of each method for Scenario 6 in Table 1 (corresponding to Fig. 6)
From: Outlier classification performance of risk adjustment methods when profiling multiple providers
Measure | min(n k ) | L R F | L R R | g P S A | g P S W | g P S WT | g P S MWS |
|---|---|---|---|---|---|---|---|
Sensitivity | 500 | 0.40, 0.90 | 0.00, 0.20 | 0.00, 0.20 | 0.00, 0.20 | 0.00, 0.20 | 0.00, 0.20 |
| Â | 1000 | 0.50, 0.90 | 0.00, 0.30 | 0.00, 0.30 | 0.00, 0.20 | 0.00, 0.20 | 0.00, 0.20 |
Specificity | 500 | 0.62, 0.85 | 0.97, 1.00 | 0.97, 1.00 | 0.92, 1.00 | 0.92, 1.00 | 0.90, 1.00 |
| Â | 1000 | 0.57, 0.80 | 0.98, 1.00 | 0.98, 1.00 | 0.92, 1.00 | 0.95, 1.00 | 0.90, 1.00 |
PPV | 500 | 0.26, 0.56 | 0.00, 1.00 | 0.00, 1.00 | 0.00, 1.00 | 0.00, 1.00 | 0.00, 1.00 |
| Â | 1000 | 0.27, 0.53 | 0.00, 1.00 | 0.00, 1.00 | 0.00, 1.00 | 0.00, 1.00 | 0.00, 1.00 |
NPV | 500 | 0.83, 0.97 | 0.80, 0.83 | 0.80, 0.83 | 0.79, 0.83 | 0.79, 0.83 | 0.79, 0.83 |
| Â | 1000 | 0.84, 0.97 | 0.80, 0.85 | 0.80, 0.85 | 0.79, 0.83 | 0.79, 0.83 | 0.79, 0.83 |