Open AccessInstrumental Variable-based Identification for Causal Effects using Covariate Information
Author(s) -
Yuta Kawakami
Publication year - 2021
Publication title -
proceedings of the aaai conference on artificial intelligence
Language(s) - Uncategorized
Resource type - Journals
eISSN - 2374-3468
pISSN - 2159-5399
DOI - 10.1609/aaai.v35i13.17440
Subject(s) - instrumental variable , causal inference , identification (biology) , covariate , econometrics , pearl , estimator , proxy (statistics) , conditional independence , inference , outcome (game theory) , variable (mathematics) , monotonic function , independence (probability theory) , mathematics , computer science , statistics , artificial intelligence , mathematical economics , mathematical analysis , philosophy , botany , theology , biology
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