conftrace_

average treatment effect

38 papers

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Also known as

ATE

Co-occurring keywords

causal inference (1630) propensity score (47) treatment effect (134) partial identification (16) inverse propensity score (9) confidence interval (146) experimental design (89) synthetic control (16) unmeasured confounding (12) mediation analysis (14)

Papers

Selective Machine Learning of the Average Treatment Effect with an Invalid Instrumental Variable JMLR 2022
Debiased Causal Tree: Heterogeneous Treatment Effects Estimation with Unmeasured Confounding NIPS 2022
Partial Identification with Noisy Covariates: A Robust Optimization Approach CLEAR 2022
Conceptualizing Treatment Leakage in Text-based Causal Inference NAACL 2022
Partial Identifiability in Discrete Data with Measurement Error UAI 2021
Post-Contextual-Bandit Inference NIPS 2021
BayesIMP: Uncertainty Quantification for Causal Data Fusion NIPS 2021
Causal Inference for Event Pairs in Multivariate Point Processes NIPS 2021
Designing Transportable Experiments Under S-admissability AISTATS 2021
Causal Inference with Selectively Deconfounded Data AISTATS 2021
Efficient Online Estimation of Causal Effects by Deciding What to Observe NIPS 2021
Debiased Bayesian inference for average treatment effects NIPS 2019
Causal Inference with Noisy and Missing Covariates via Matrix Factorization NIPS 2018