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ResearchFormerly WizWand

Uncertainty Quantification (Scalar Regression) on Setting 3 Generative Example

0.019ISCEHeteroscedastic
0.008840.077420.1460.21458Jul 21, 2025
Updated 4mo ago

Evaluation results

MethodLinks
Heteroscedastic1 - alpha=0.95, n=30002025.070.0190.896
Heteroscedastic1 - alpha=0.95, n=10002025.070.0290.876
Profile1 - alpha=0.95, n=10002025.070.0360.868
Profile1 - alpha=0.95, n=30002025.070.0420.853
Dist1 - alpha=0.95, n=30002025.070.0430.859
Heteroscedastic1 - alpha=0.80, n=30002025.070.0450.707
Dist1 - alpha=0.95, n=10002025.070.0490.86
Heteroscedastic1 - alpha=0.80, n=10002025.070.0620.68
Homoscedastic1 - alpha=0.95, n=10002025.070.0670.797
Homoscedastic1 - alpha=0.95, n=30002025.070.0680.795
Heteroscedastic1 - alpha=0.50, n=30002025.070.0740.384
Heteroscedastic1 - alpha=0.50, n=10002025.070.0950.371
HPD1 - alpha=0.95, n=30002025.070.10.724
HPD1 - alpha=0.95, n=10002025.070.1010.728
Profile1 - alpha=0.80, n=10002025.070.1180.59
CQR1 - alpha=0.95, n=30002025.070.1210.834
CQR1 - alpha=0.95, n=10002025.070.1250.812
Profile1 - alpha=0.80, n=30002025.070.130.573
Dist1 - alpha=0.80, n=30002025.070.1350.589
Dist1 - alpha=0.80, n=10002025.070.1370.579
HPD1 - alpha=0.80, n=30002025.070.1730.521
Homoscedastic1 - alpha=0.80, n=10002025.070.1780.499
Homoscedastic1 - alpha=0.80, n=30002025.070.1830.486
HPD1 - alpha=0.80, n=10002025.070.1850.517
Profile1 - alpha=0.50, n=30002025.070.2190.251
Profile1 - alpha=0.50, n=10002025.070.2210.24
Dist1 - alpha=0.50, n=30002025.070.2260.257
Dist1 - alpha=0.50, n=10002025.070.2270.245
CQR1 - alpha=0.80, n=10002025.070.2390.442
CQR1 - alpha=0.80, n=30002025.070.2410.445
HPD1 - alpha=0.50, n=30002025.070.2550.207
HPD1 - alpha=0.50, n=10002025.070.2560.203
Homoscedastic1 - alpha=0.50, n=10002025.070.270.187
CQR1 - alpha=0.50, n=30002025.070.270.024
CQR1 - alpha=0.50, n=10002025.070.2710.038
Homoscedastic1 - alpha=0.50, n=30002025.070.2730.183