220 citations · 782 across the 19 of their papers we have counts for
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stat.ME2021
Parameterizing and Simulating from Causal Models
Robin J. Evans, Vanessa Didelez
Many statistical problems in causal inference involve a probability distribution other than the one from which data are actually observed; as an additional complication, the object…
stat.ME2021
Multiple imputation and test-wise deletion for causal discovery with incomplete cohort data
Janine Witte, Ronja Foraita, Vanessa Didelez
Causal discovery algorithms estimate causal graphs from observational data. This can provide a valuable complement to analyses focussing on the causal relation between individual t…