Identifying Causal Effects via Context-specific Independence Relations

21 September 2020

Papers citing "Identifying Causal Effects via Context-specific Independence Relations"

10 / 10 papers shown

Title
Causal Effect Identification from Multiple Incomplete Data Sources: A General Search-based Approach Santtu Tikka Antti Hyttinen Juha Karvanen CML 97 30 0 04 Feb 2019
The Computational Complexity of Structure-Based Causality Gadi Aleksandrowicz Hana Chockler Joseph Y. Halpern A. Ivrii 54 35 0 09 Dec 2014
Axiomatizing Causal Reasoning Joseph Y. Halpern LRM 98 314 0 07 Aug 2014
Labeled Directed Acyclic Graphs: a generalization of context-specific independence in directed graphical models J. Pensar Henrik J. Nyman T. Koski J. Corander 67 51 0 04 Oct 2013
Stratified Graphical Models - Context-Specific Independence in Graphical Models Henrik J. Nyman J. Pensar T. Koski J. Corander 37 30 0 25 Sep 2013
Testing Identifiability of Causal Effects D. Galles Judea Pearl CML 47 90 0 20 Feb 2013
Context-Specific Independence in Bayesian Networks Craig Boutilier N. Friedman M. Goldszmidt D. Koller 127 822 0 13 Feb 2013
A Bayesian Approach to Learning Bayesian Networks with Local Structure D. M. Chickering David Heckerman Christopher Meek TPM 220 396 0 06 Feb 2013
Causal Inference by Surrogate Experiments: z-Identifiability Elias Bareinboim Judea Pearl CML 112 113 0 16 Oct 2012
Identification of Conditional Interventional Distributions I. Shpitser Judea Pearl 116 223 0 27 Jun 2012