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1202.3763
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An Efficient Algorithm for Computing Interventional Distributions in Latent Variable Causal Models
14 February 2012
I. Shpitser
Thomas S. Richardson
J. M. Robins
CML
TPM
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Papers citing
"An Efficient Algorithm for Computing Interventional Distributions in Latent Variable Causal Models"
7 / 7 papers shown
Title
Estimating Causal Effects from Learned Causal Networks
Anna K. Raichev
Alexander Ihler
Jin Tian
Rina Dechter
CML
78
3
0
26 Aug 2024
Path Dependent Structural Equation Models
R. Srinivasan
Jaron J. R. Lee
Rohit Bhattacharya
Narges Ahmidi
I. Shpitser
CML
63
4
0
24 Aug 2020
Estimation of causal effects with small data in the presence of trapdoor variables
Jouni Helske
Santtu Tikka
Juha Karvanen
CML
39
9
0
06 Mar 2020
Simplifying Probabilistic Expressions in Causal Inference
Santtu Tikka
Juha Karvanen
CML
62
13
0
19 Jun 2018
Sparse Nested Markov models with Log-linear Parameters
I. Shpitser
R. Evans
Thomas S. Richardson
J. M. Robins
CML
90
11
0
26 Sep 2013
Parameter and Structure Learning in Nested Markov Models
I. Shpitser
Thomas S. Richardson
J. M. Robins
R. Evans
CML
108
22
0
20 Jul 2012
Counterfactual Graphical Models for Longitudinal Mediation Analysis with Unobserved Confounding
I. Shpitser
AI4CE
117
107
0
01 May 2012
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