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ResearchFormerly WizWand

Uncertainty Quantification (Scalar Regression) on Setting Generative Example 2

0.024ISCEHeteroscedastic
0.006960.121980.2370.35202Jul 21, 2025
Updated 4mo ago

Evaluation results

MethodLinks
Heteroscedastic1 - alpha=0.95, n=30002025.070.0240.889
Heteroscedastic1 - alpha=0.95, n=10002025.070.0380.857
Heteroscedastic1 - alpha=0.80, n=30002025.070.0450.705
Heteroscedastic1 - alpha=0.80, n=10002025.070.0670.671
Heteroscedastic1 - alpha=0.50, n=30002025.070.0710.382
Homoscedastic1 - alpha=0.95, n=10002025.070.0870.736
Homoscedastic1 - alpha=0.95, n=30002025.070.0890.732
Profile1 - alpha=0.95, n=30002025.070.0990.796
Profile1 - alpha=0.95, n=10002025.070.10.747
Heteroscedastic1 - alpha=0.50, n=10002025.070.1020.359
HPD1 - alpha=0.95, n=30002025.070.110.781
Dist1 - alpha=0.95, n=30002025.070.1180.743
Dist1 - alpha=0.95, n=10002025.070.1360.702
HPD1 - alpha=0.95, n=10002025.070.1480.743
Profile1 - alpha=0.80, n=10002025.070.170.513
CQR1 - alpha=0.95, n=10002025.070.1710.779
CQR1 - alpha=0.95, n=30002025.070.1710.779
HPD1 - alpha=0.80, n=30002025.070.1870.491
HPD1 - alpha=0.80, n=10002025.070.2020.471
Homoscedastic1 - alpha=0.80, n=10002025.070.2040.446
Profile1 - alpha=0.80, n=30002025.070.2050.431
Homoscedastic1 - alpha=0.80, n=30002025.070.2070.453
Dist1 - alpha=0.50, n=30002025.070.2130.058
Dist1 - alpha=0.50, n=10002025.070.2170.054
Dist1 - alpha=0.80, n=30002025.070.2260.349
Dist1 - alpha=0.80, n=10002025.070.2290.35
HPD1 - alpha=0.50, n=10002025.070.2330.187
HPD1 - alpha=0.50, n=30002025.070.2350.199
Homoscedastic1 - alpha=0.50, n=10002025.070.2930.175
Homoscedastic1 - alpha=0.50, n=30002025.070.2960.173
CQR1 - alpha=0.80, n=30002025.070.3260.407
CQR1 - alpha=0.80, n=10002025.070.3270.379
Profile1 - alpha=0.50, n=10002025.070.3480.022
Profile1 - alpha=0.50, n=30002025.070.3540.004
CQR1 - alpha=0.50, n=10002025.070.4490
CQR1 - alpha=0.50, n=30002025.070.450