Bounds on average controlled direct effects with an unobserved response variable

DOI10.1007/S11424-011-9072-6zbMath1338.93346OpenAlexW2035106650MaRDI QIDQ301003

Na Shan, Jian-hua Guo

Publication date: 29 June 2016

Published in: Journal of Systems Science and Complexity (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11424-011-9072-6

zbMATH Keywords

causal network\(d\)-separationaverage controlled direct effect

Mathematics Subject Classification ID

Applications of graph theory (05C90) Stochastic systems in control theory (general) (93E03)

Uses Software

• TETRAD

Cites Work

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• Generalized confidence regions of fixed effects in the two-way ANOVA
• Bounds on average causal effects in studies with a latent response variable
• Graphical identifiability criteria for causal effects in studies with an unobserved treatment/response variable
• Bounds on Direct Effects in the Presence of Confounded Intermediate Variables
• Causal diagrams for empirical research
• Bounds on Treatment Effects From Studies With Imperfect Compliance
• Criteria for the Validation of Surrogate Endpoints in Randomized Experiments
• Covariate Selection for Estimating the Causal Effect of Control Plans by Using Causal Diagrams

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