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Conservative Inference for Counterfactuals

Conservative Inference for Counterfactuals

19 October 2023
Sivaraman Balakrishnan
Edward H. Kennedy
Larry Wasserman
ArXiv (abs)PDFHTML

Papers citing "Conservative Inference for Counterfactuals"

3 / 3 papers shown
Title
A primer on optimal transport for causal inference with observational data
Florian F Gunsilius
OTCML
121
0
0
10 Mar 2025
Quantifying Aleatoric Uncertainty of the Treatment Effect: A Novel Orthogonal Learner
Quantifying Aleatoric Uncertainty of the Treatment Effect: A Novel Orthogonal Learner
Valentyn Melnychuk
Stefan Feuerriegel
Mihaela van der Schaar
CML
272
5
0
05 Nov 2024
Partial Counterfactual Identification of Continuous Outcomes with a
  Curvature Sensitivity Model
Partial Counterfactual Identification of Continuous Outcomes with a Curvature Sensitivity Model
Valentyn Melnychuk
Dennis Frauen
Stefan Feuerriegel
120
11
0
02 Jun 2023
1