Statistical Analysis of ‘Probabilities of Causation’ Using Co-variate Information

DOI10.1111/j.1467-9469.2011.00730.xzbMath1246.03044OpenAlexW1956750044MaRDI QIDQ2911685

Manabu Kuroki, Zhihong Cai

Publication date: 1 September 2012

Published in: Scandinavian Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1111/j.1467-9469.2011.00730.x

zbMATH Keywords

identificationmonotonicitycausal effectpotential outcome

Mathematics Subject Classification ID

Linear inference, regression (62J99) Logic in artificial intelligence (68T27) Probability and inductive logic (03B48)

Related Items (1)

Equivalence between direct and indirect effects with different sets of intermediate variables and covariates

Cites Work

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• Probabilities of causation: Bounds and identification
• Unified methods for censored longitudinal data and causality
• The Probability of Causation under a Stochastic Model for Individual Risk
• Bounds on Direct Effects in the Presence of Confounded Intermediate Variables
• The central role of the propensity score in observational studies for causal effects
• Causal Inference Using Potential Outcomes

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