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ResearchFormerly WizWand

Sufficient Dimension Reduction on SPD Matrix-Valued Simulation Setting F

0.916Average Distance CorrelationGenSDR
0.809920.837460.8650.89254Dec 22, 2025
Updated 8mo ago

Evaluation results

MethodLinks
GenSDRSample size (n)=1500, Covariate dimension (dx)=502025.120.916
GenSDRSample size (n)=1000, Covariate dimension (dx)=502025.120.894
GenSDRSample size (n)=500, Covariate dimension (dx)=502025.120.859
FCCov-NetSample size (n)=1500, Covariate dimension (dx)=502025.120.85
FCCov-NetSample size (n)=1000, Covariate dimension (dx)=502025.120.841
FCCov-NetSample size (n)=500, Covariate dimension (dx)=502025.120.814