Table 7.
WAS data analysis. The marginalized and calibrated-conditional frailty–based methods for mutation carrier prediction: ROC-AUC (p-value), and the ratio of observed and expected number of events (95% bootstrap confidence interval). BRCAPRO results under π = 0.01: ROC-AUC=0.718(0.005); O/E=0.66(0.27,1.04); Brier Score=0.0736; under π = 0.02: ROC-AUC=0.719(0.005); O/E=0.48(0.22,0.75); Brier Score=0.0902
| π | σ2 | Marginalized | Calibrated-Conditional | ||||
|---|---|---|---|---|---|---|---|
|
|
|
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| ROC-AUC(p-value) | O/E(95% CI) | Brier Score | ROC-AUC(p-value) | O/E(95% CI) | Brier Score | ||
| 0.01 | 1.00 | 0.721(0.005) | 1.41(0.66,2.17) | 0.0567 | 0.728(0.004) | 0.86(0.35,1.34) | 0.0632 |
| 1.50 | 0.720(0.005) | 1.43(0.67,2.19) | 0.0567 | 0.674(0.020) | 0.97(0.41,1.50) | 0.0599 | |
| 2.00 | 0.721(0.005) | 1.44(0.65,2.23) | 0.0567 | 0.663(0.028) | 1.15(0.48,1.77) | 0.0565 | |
| 2.25 | 0.721(0.005) | 1.44(0.66,2.21) | 0.0567 | 0.663(0.028) | 1.27(0.52,1.95) | 0.0553 | |
| 2.50 | 0.721(0.005) | 1.44(0.65,2.22) | 0.0567 | 0.665(0.027) | 1.35(0.54,2.10) | 0.0548 | |
| 0.02 | 1.00 | 0.721(0.005) | 0.81(0.38,1.24) | 0.0726 | 0.728(0.004) | 0.59(0.26,0.91) | 0.0799 |
| 1.50 | 0.721(0.005) | 0.81(0.39,1.24) | 0.0726 | 0.663(0.028) | 0.64(0.29,0.98) | 0.0759 | |
| 2.00 | 0.722(0.005) | 0.81(0.37,1.25) | 0.0728 | 0.663(0.028) | 0.72(0.33,1.10) | 0.0717 | |
| 2.25 | 0.721(0.005) | 0.81(0.38,1.25) | 0.0729 | 0.663(0.028) | 0.78(0.34,1.18) | 0.0699 | |
| 2.50 | 0.721(0.005) | 0.81(0.37,1.25) | 0.0730 | 0.665(0.026) | 0.81(0.35,1.24) | 0.0689 | |