Multiple imputation and test-wise deletion for causal discovery with incomplete cohort data

1 code implementation • 30 Aug 2021 • Janine Witte, Ronja Foraita, Vanessa Didelez

We conduct an extensive comparison by simulating from benchmark causal graphs: As one might expect, we find that test-wise deletion and multiple imputation both clearly outperform list-wise deletion and single imputation.

Causal Discovery Imputation