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HHG Causal Effect Estimation on Octopus SIC-ADSIC (R=0.74 Å fixed)

22.973Estimate (eV/a.u.)OLS
-0.918925.2837911.486517.68921May 11, 2026

Evaluation results

MethodLinks
OLSData type=observational, Notes=Confounding inflates estimate2026.0522.973—288
GrangerData type=observational, Notes=Same as OLS2026.0522.973—288
SVAR-FMNotes=R^2 = 0.9832026.055.921—0
InterventionData type=ground truth, Notes=First-principles SIC-ADSIC calculation2026.055.921——
PCMCIData type=observational, Notes=Partial correlation2026.050.921—-84
VARLiNGAMData type=observational, Notes=No edge detected2026.050——