3 citations · 5 across the 3 of their papers we have counts for
3 papers
stat.ME2021★ 3 cited
An Automated Approach to Causal Inference in Discrete Settings
Guilherme Duarte, Noam Finkelstein, Dean Knox +2
When causal quantities cannot be point identified, researchers often pursue partial identification to quantify the range of possible values. However, the peculiarities of applied r…
stat.ML2020★ 2 cited
Partial Identifiability in Discrete Data With Measurement Error
Noam Finkelstein, Roy Adams, Suchi Saria +1
When data contains measurement errors, it is necessary to make assumptions relating the observed, erroneous data to the unobserved true phenomena of interest. These assumptions sho…
stat.ME2020
Deriving Bounds and Inequality Constraints Using LogicalRelations Among Counterfactuals
Noam Finkelstein, Ilya Shpitser
Causal parameters may not be point identified in the presence of unobserved confounding. However, information about non-identified parameters, in the form of bounds, may still be r…