Confounding Feature Acquisition for Causal Effect Estimation

Shirly Wang
Shirly Wang
Seung Eun Yi
Seung Eun Yi
Shalmali Joshi
Shalmali Joshi
Cited by: 0|Views1

Abstract:

Reliable treatment effect estimation from observational data depends on the availability of all confounding information. While much work has targeted treatment effect estimation from observational data, there is relatively little work in the setting of confounding variable missingness, where collecting more information on confounders is...More

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