Table 6 The 90th percentile confidence intervals for all performance measure estimates of each method for Scenario 5 in Table 1 (corresponding to Fig. 5)
From: Outlier classification performance of risk adjustment methods when profiling multiple providers
Measure | S | L R F | L R R | g P S A | g P S W | g P S WT | g P S MWS |
|---|---|---|---|---|---|---|---|
Sensitivity | 1 | 0.40, 0.80 | 0.00, 0.20 | 0.00, 0.20 | 0.00, 0.10 | 0.00, 0.20 | 0.00, 0.20 |
| Â | 2 | 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 | 1 | 0.55, 0.78 | 0.97, 1.00 | 0.97, 1.00 | 0.92, 1.00 | 0.92, 1.00 | 0.90, 0.97 |
| Â | 2 | 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 | 1 | 0.20, 0.41 | 0.00, 1.00 | 0.00, 1.00 | 0.00, 0.67 | 0.00, 1.00 | 0.00, 0.67 |
| Â | 2 | 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 | 1 | 0.80, 0.93 | 0.80, 0.83 | 0.80, 0.83 | 0.79, 0.82 | 0.79, 0.83 | 0.78, 0.83 |
| Â | 2 | 0.84, 0.97 | 0.80, 0.85 | 0.80, 0.85 | 0.79, 0.83 | 0.79, 0.83 | 0.79, 0.83 |