Pearl's Calculus of Intervention Is Complete

27 June 2012

Papers citing "Pearl's Calculus of Intervention Is Complete"

32 / 82 papers shown

Title
Probabilistic Reasoning across the Causal Hierarchy D. Ibeling Thomas Icard LRM AI4CE 57 31 0 09 Jan 2020
Identifying causal effects in maximally oriented partially directed acyclic graphs Emilija Perković CML 69 39 0 07 Oct 2019
Info Intervention Heyang Gong Zhu Ke CML 38 0 0 24 Jul 2019
Identification In Missing Data Models Represented By Directed Acyclic Graphs Rohit Bhattacharya Razieh Nabi I. Shpitser J. M. Robins CML 64 37 0 29 Jun 2019
Replacing the do-calculus with Bayes rule Finnian Lattimore D. Rohde 22 9 0 17 Jun 2019
Causal Effect Identification from Multiple Incomplete Data Sources: A General Search-based Approach Santtu Tikka Antti Hyttinen Juha Karvanen CML 172 31 0 04 Feb 2019
Causal Calculus in the Presence of Cycles, Latent Confounders and Selection Bias Patrick Forré Joris M. Mooij CML 89 32 0 02 Jan 2019
Causal Inference by String Diagram Surgery B. Jacobs A. Kissinger Fabio Zanasi CML 99 59 0 20 Nov 2018
Surrogate Outcomes and Transportability Santtu Tikka Juha Karvanen CML 44 5 0 19 Jun 2018
Enhancing Identification of Causal Effects by Pruning Santtu Tikka Juha Karvanen CML 55 14 0 19 Jun 2018
Simplifying Probabilistic Expressions in Causal Inference Santtu Tikka Juha Karvanen CML 60 13 0 19 Jun 2018
Separators and Adjustment Sets in Causal Graphs: Complete Criteria and an Algorithmic Framework Benito van der Zander Maciej Liskiewicz J. Textor CML 81 37 0 28 Feb 2018
Causal Effect Identification in Acyclic Directed Mixed Graphs and Gated Models Jose M. Peña Marcus Bendtsen CML 45 6 0 22 Dec 2016
Learning Instrumental Variables with Non-Gaussianity Assumptions: Theoretical Limitations and Practical Algorithms Ricardo M. A. Silva Shohei Shimizu CML 71 1 0 09 Nov 2015
Decomposition and Identification of Linear Structural Equation Models Bryant Chen 52 7 0 07 Aug 2015
External Validity: From Do-Calculus to Transportability Across Populations Judea Pearl Elias Bareinboim 82 333 0 05 Mar 2015
A factorization criterion for acyclic directed mixed graphs Thomas S. Richardson 84 46 0 26 Jun 2014
Parameter identifiability of discrete Bayesian networks with hidden variables E. Allman J. Rhodes E. Stanghellini Marco Valtorta 174 13 0 02 Jun 2014
Statistical Causality from a Decision-Theoretic Perspective A. Philip Dawid CML 78 73 0 09 May 2014
Estimating complex causal effects from incomplete observational data Juha Karvanen SyDa CML 51 0 0 05 Mar 2014
A General Algorithm for Deciding Transportability of Experimental Results Elias Bareinboim Judea Pearl OT 109 205 0 29 Dec 2013
Causal Transportability of Experiments on Controllable Subsets of Variables: z-Transportability Sanghack Lee Vasant Honavar 32 10 0 26 Sep 2013
An Information Theoretic Measure of Judea Pearl's Identifiability and Causal Influence Robert R. Tucci 52 2 0 21 Jul 2013
Markovian acyclic directed mixed graphs for discrete data R. Evans Thomas S. Richardson 145 56 0 28 Jan 2013
Study design in causal models Juha Karvanen CML 86 33 0 13 Nov 2012
The Do-Calculus Revisited Judea Pearl CML 164 167 0 16 Oct 2012
On Identifying Total Effects in the Presence of Latent Variables and Selection bias Zhihong Cai Manabu Kuroki CML 113 47 0 13 Jun 2012
Counterfactual Graphical Models for Longitudinal Mediation Analysis with Unobserved Confounding I. Shpitser AI4CE 117 107 0 01 May 2012
On the Validity of Covariate Adjustment for Estimating Causal Effects I. Shpitser T. VanderWeele J. M. Robins CML 104 208 0 15 Mar 2012
Maximum likelihood fitting of acyclic directed mixed graphs to binary data R. Evans Thomas S. Richardson 110 25 0 15 Mar 2012
An Efficient Algorithm for Computing Interventional Distributions in Latent Variable Causal Models I. Shpitser Thomas S. Richardson J. M. Robins CML TPM 104 22 0 14 Feb 2012
Counterfactual analyses with graphical models based on local independence K. Røysland CML 127 29 0 06 Jun 2011