conftrace_

observational study

38 papers

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Also known as

OS

Co-occurring keywords

causal inference (1630) treatment effect (134) causal effect (107) propensity score (47) randomized controlled trial (23) confounding adjustment (12) heterogeneous treatment effect (50) observational studies (4) bayesian inference (1907) causal graph (140)

Papers

Bounding Causal Effects on Continuous Outcome AAAI 2021
Text as Causal Mediators: Research Design for Causal Estimates of Differential Treatment of Social Groups via Language Aspects EMNLP 2021
Text and Causal Inference: A Review of Using Text to Remove Confounding from Causal Estimates ACL 2020
Almost-Matching-Exactly for Treatment Effect Estimation under Network Interference AISTATS 2020
Adapting Text Embeddings for Causal Inference UAI 2020
Detecting Causal Language Use in Science Findings IJCNLP 2019
Interpretable Almost Matching Exactly With Instrumental Variables UAI 2019
Observational Comparison of Geo-tagged and Randomly-drawn Tweets NAACL 2018
Causal Effect Inference with Deep Latent-Variable Models NIPS 2017
Learning Representations for Counterfactual Inference ICML 2016
Causal Inference through a Witness Protection Program JMLR 2016
Causal Inference through a Witness Protection Program NIPS 2014
Facilitating Score and Causal Inference Trees for Large Observational Studies JMLR 2012