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causal effect

107 papers

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Co-occurring keywords

causal inference (1630) graphical model (864) instrumental variable (75) causal identification (37) structural causal model (184) causal graph (140) directed acyclic graph (245) causal effect estimation (69) causal discovery (460) latent variable (541)

Papers

Causal Inference through a Witness Protection Program JMLR 2016
Counting and Exploring Sizes of Markov Equivalence Classes of Directed Acyclic Graphs JMLR 2015
Graphical Models for Recovering Probabilistic and Causal Queries from Missing Data NIPS 2014
Transportability from Multiple Environments with Limited Experiments: Completeness Results NIPS 2014
Causal Inference through a Witness Protection Program NIPS 2014
Data-driven covariate selection for nonparametric estimation of causal effects AISTATS 2013
Meta-Transportability of Causal Effects: A Formal Approach AISTATS 2013