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stat.ME2026
Statistical Inference for Bivariate Functional Causal Discovery
Shreya Prakash, Fan Xia, Elena A. Erosheva
Causal discovery methods aim to determine the causal direction between variables using observational data. Functional causal discovery methods rely on structural and distributional…
stat.ME2026
Causal Discovery via Statistical Power (CDSP)
Shreya Prakash, Fan Xia, Elena A. Erosheva
Causal discovery methods aim to infer causal direction from observational data. Functional causal discovery approaches use structural asymmetries to identify causal directionality…