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Average of estimated MISE based on 1,000 simulated datasets by the proposed semiparametric and parametric ROC-GLM approaches.
| Figure | Model | MISE (Covariate) | |
|---|---|---|---|
| 1 | Semiparametric | 2.32 × 10–5 (X = 0) | 1.94 × 10–4 (X = 1) |
| Misspecified ROC-GLM | 0.0013 (X = 0) | 0.0014 (X = 1) | |
| 2 | Misspecified semiparametric | 0.0131 (X = 0) | 0.0451 (X = 0.5) |
| Misspecified ROC-GLM | 0.0599 (X = 0) | 0.0635 (X = 0.5) | |
| 3 | Misspecified semiparametric | 0.0035 (X = 0) | 0.0044 (X = 1) |
| ROC-GLM | 6.75 × 10–5 (X = 0) | 2.72 × 10–4 (X = 1) | |
