Prevalence Estimation on ACS (American Community Survey) Out-of-Distribution
-17.27Prevalence Estimation Bias (pp)PACC
Evaluation results
| Method | Links | |
|---|---|---|
| PACCAge Distribution=Bimodal, True Prevalence=20.8%2026.04 | -17.27 | |
| Rogan-Gladen (RG)Age Distribution=Bimodal, True Prevalence=20.8%2026.04 | -16.14 | |
| Rogan-Gladen (RG)Age Distribution=Old-skewed, True Prevalence=16.0%2026.04 | -15.97 | |
| PACCAge Distribution=Old-skewed, True Prevalence=16.0%2026.04 | -15.97 | |
| Saerens-Latinne-Decaestecker (SLD)Age Distribution=Old-skewed, True Prevalence=16.0%2026.04 | -15.97 | |
| Saerens-Latinne-Decaestecker (SLD)Age Distribution=Bimodal, True Prevalence=20.8%2026.04 | -15.2 | |
| Rogan-Gladen (RG)Age Distribution=Young-skewed, True Prevalence=13.0%2026.04 | -12.96 | |
| PACCAge Distribution=Young-skewed, True Prevalence=13.0%2026.04 | -12.96 | |
| Saerens-Latinne-Decaestecker (SLD)Age Distribution=Young-skewed, True Prevalence=13.0%2026.04 | -11.38 | |
| Classify & Count (CC)Age Distribution=Old-skewed, True Prevalence=16.0%2026.04 | -5.64 | |
| Classify & Count (CC)Age Distribution=Bimodal, True Prevalence=20.8%2026.04 | 0.09 | |
| IPWAge Distribution=Old-skewed, True Prevalence=16.0%2026.04 | 0.1 | |
| IPWAge Distribution=Young-skewed, True Prevalence=13.0%2026.04 | 0.8 | |
| MCGradAge Distribution=Young-skewed, True Prevalence=13.0%2026.04 | 0.88 | |
| MCGradAge Distribution=Old-skewed, True Prevalence=16.0%2026.04 | 1.01 | |
| MCGradAge Distribution=Bimodal, True Prevalence=20.8%2026.04 | 1.13 | |
| RawAge Distribution=Original, True Prevalence=45.1%2026.04 | 1.15 | |
| Isotonic regression (Iso.)Age Distribution=Original, True Prevalence=45.1%2026.04 | 1.17 | |
| MCGradAge Distribution=Original, True Prevalence=45.1%2026.04 | 1.35 | |
| Classify & Count (CC)Age Distribution=Original, True Prevalence=45.1%2026.04 | 1.4 | |
| IPWAge Distribution=Original, True Prevalence=45.1%2026.04 | 1.7 | |
| Rogan-Gladen (RG)Age Distribution=Original, True Prevalence=45.1%2026.04 | 2.12 | |
| PACCAge Distribution=Original, True Prevalence=45.1%2026.04 | 2.13 | |
| Saerens-Latinne-Decaestecker (SLD)Age Distribution=Original, True Prevalence=45.1%2026.04 | 2.25 | |
| RawAge Distribution=Young-skewed, True Prevalence=13.0%2026.04 | 2.93 | |
| Isotonic regression (Iso.)Age Distribution=Young-skewed, True Prevalence=13.0%2026.04 | 3.08 | |
| Classify & Count (CC)Age Distribution=Young-skewed, True Prevalence=13.0%2026.04 | 3.73 | |
| Isotonic regression (Iso.)Age Distribution=Bimodal, True Prevalence=20.8%2026.04 | 5.69 | |
| RawAge Distribution=Bimodal, True Prevalence=20.8%2026.04 | 5.91 | |
| IPWAge Distribution=Bimodal, True Prevalence=20.8%2026.04 | 6.3 | |
| Isotonic regression (Iso.)Age Distribution=Old-skewed, True Prevalence=16.0%2026.04 | 7.91 | |
| RawAge Distribution=Old-skewed, True Prevalence=16.0%2026.04 | 8.47 |