Sound and complete causal identification with latent variables given local background knowledge-Reference-Cited by-同舟云学术

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Sound and complete causal identification with latent variables given local background knowledge

Published:2023-09 Issue: Volume:322 Page:103964
ISSN:0004-3702
Container-title:Artificial Intelligence
language:en
Short-container-title:Artificial Intelligence

Author:

Wang Tian-Zuo,Qin Tian,Zhou Zhi-Hua

Funder

Nanjing University

National Natural Science Foundation of China

Publisher

Elsevier BV

Subject

Artificial Intelligence,Linguistics and Language,Language and Linguistics

Reference68 articles.

1. A general identification condition for causal effects;Tian,2002

2. Identification of joint interventional distributions in recursive semi-Markovian causal models;Shpitser,2006

3. Causal effect identifiability under partial-observability;Lee,2020

4. Budgeted heterogeneous treatment effect estimation;Qin,2021

Cited by 2 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Tracking treatment effect heterogeneity in evolving environments;Machine Learning;2024-01-11

2. Active causal effect identification with expert knowledge;SCIENTIA SINICA Informationis;2023-12-01

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