Papers
Communities
Events
Blog
Pricing
Search
Open menu
Home
Papers
1302.4976
Cited By
On the Testability of Causal Models with Latent and Instrumental Variables
20 February 2013
Judea Pearl
CML
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"On the Testability of Causal Models with Latent and Instrumental Variables"
40 / 40 papers shown
Title
A primer on optimal transport for causal inference with observational data
Florian F Gunsilius
OT
CML
123
0
0
10 Mar 2025
Revisiting the Berkeley Admissions data: Statistical Tests for Causal Hypotheses
Sourbh Bhadane
Joris Mooij
Philip A. Boeken
O. Zoeter
155
0
0
17 Feb 2025
Falsification of Unconfoundedness by Testing Independence of Causal Mechanisms
R. Karlsson
Jesse H. Krijthe
CML
158
1
0
10 Feb 2025
Testability of Instrumental Variables in Additive Nonlinear, Non-Constant Effects Models
Xichen Guo
Zheng Li
Erdun Gao
Yan Zeng
Zhi Geng
Feng Xie
107
1
0
19 Nov 2024
Parameter identification in linear non-Gaussian causal models under general confounding
D. Tramontano
Mathias Drton
Jalal Etesami
CML
137
2
0
31 May 2024
Automating the Selection of Proxy Variables of Unmeasured Confounders
Feng Xie
Zhengming Chen
Shanshan Luo
Wang Miao
Ruichu Cai
Zhi Geng
CML
67
2
0
25 May 2024
Classifying Causal Structures: Ascertaining when Classical Correlations are Constrained by Inequalities
Shashaank Khanna
Marina Maciel Ansanelli
Matthew F Pusey
Elie Wolfe
62
5
0
04 Aug 2023
Counterfactual Identifiability of Bijective Causal Models
Arash Nasr-Esfahany
MohammadIman Alizadeh
Devavrat Shah
CML
BDL
113
27
0
04 Feb 2023
Latent-free equivalent mDAGs
R. Evans
64
3
0
14 Sep 2022
Data-Driven Causal Effect Estimation Based on Graphical Causal Modelling: A Survey
Debo Cheng
Jiuyong Li
Lin Liu
Jixue Liu
T. Le
CML
94
32
0
20 Aug 2022
Sensitivity Analysis of G-estimators to Invalid Instrumental Variables
Valentin Vancak
Arvid Sjolander
CML
27
3
0
11 Aug 2022
The d-separation criterion in Categorical Probability
Tobias Fritz
Andreas Klingler
51
18
0
12 Jul 2022
Discovering Ancestral Instrumental Variables for Causal Inference from Observational Data
Debo Cheng
Jiuyong Li
Lin Liu
Kui Yu
Thuc Duy Lee
Hefei University of Technology
CML
59
15
0
04 Jun 2022
Treatment Learning Causal Transformer for Noisy Image Classification
Chao-Han Huck Yang
I-Te Danny Hung
Yi-Chieh Liu
Pin-Yu Chen
ViT
55
7
0
29 Mar 2022
On Testability of the Front-Door Model via Verma Constraints
Rohit Bhattacharya
Razieh Nabi
87
9
0
01 Mar 2022
The Causal Marginal Polytope for Bounding Treatment Effects
Jakob Zeitler
Ricardo M. A. Silva
130
3
0
28 Feb 2022
Variable elimination, graph reduction and efficient g-formula
F. R. Guo
Emilija Perković
A. Rotnitzky
CML
74
7
0
24 Feb 2022
Ancestral Instrument Method for Causal Inference without Complete Knowledge
Debo Cheng
Jiuyong Li
Lin Liu
Jiji Zhang
T. Le
Jixue Liu
CML
39
6
0
11 Jan 2022
Causal inference with imperfect instrumental variables
N. Miklin
M. Gachechiladze
George Moreno
Rafael Chaves
57
6
0
04 Nov 2021
An Automated Approach to Causal Inference in Discrete Settings
Guilherme Duarte
N. Finkelstein
D. Knox
Jonathan Mummolo
I. Shpitser
96
49
0
28 Sep 2021
Causal Inference in medicine and in health policy, a summary
Wenhao Zhang
Ramin Ramezani
A. Naeim
CML
OOD
76
6
0
10 May 2021
Combining Interventional and Observational Data Using Causal Reductions
Maximilian Ilse
Patrick Forré
Max Welling
Joris M. Mooij
OOD
CML
57
0
0
08 Mar 2021
Training a Resilient Q-Network against Observational Interference
Chao-Han Huck Yang
I-Te Danny Hung
Ouyang Yi
Pin-Yu Chen
OOD
59
15
0
18 Feb 2021
Quantifying the Causal Effects of Conversational Tendencies
Justine Zhang
Sendhil Mullainathan
Cristian Danescu-Niculescu-Mizil
CML
73
26
0
08 Sep 2020
Quantifying causal influences in the presence of a quantum common cause
M. Gachechiladze
N. Miklin
Rafael Chaves
49
20
0
02 Jul 2020
Ivy: Instrumental Variable Synthesis for Causal Inference
Zhaobin Kuang
Frederic Sala
N. Sohoni
Sen Wu
A. Córdova-Palomera
Jared A. Dunnmon
J. Priest
Christopher Ré
CML
62
27
0
11 Apr 2020
A path-sampling method to partially identify causal effects in instrumental variable models
F. Gunsilius
9
6
0
21 Oct 2019
Non-testability of instrument validity under continuous endogenous variables
F. Gunsilius
13
2
0
25 Jun 2018
The Inflation Technique Completely Solves the Causal Compatibility Problem
M. Navascués
Elie Wolfe
71
35
0
20 Jul 2017
Semidefinite tests for latent causal structures
Aditya Kela
Kai Von Prillwitz
J. Åberg
Rafael Chaves
David Gross
CML
91
19
0
03 Jan 2017
Counterfactual Prediction with Deep Instrumental Variables Networks
Jason S. Hartford
Greg Lewis
Kevin Leyton-Brown
Matt Taddy
CML
OOD
190
49
0
30 Dec 2016
Margins of discrete Bayesian networks
R. Evans
106
69
0
09 Jan 2015
Graphs for margins of Bayesian networks
R. Evans
CML
UQCV
121
92
0
08 Aug 2014
Inferring latent structures via information inequalities
Rafael Chaves
L. Luft
T. O. Maciel
David Gross
Dominik Janzing
Bernhard Schölkopf
CML
145
43
0
08 Jul 2014
Identifying Independencies in Causal Graphs with Feedback
Judea Pearl
R. Dechter
CML
99
106
0
13 Feb 2013
Semi-Instrumental Variables: A Test for Instrument Admissibility
T. Chu
R. Scheines
Peter Spirtes
CML
66
15
0
10 Jan 2013
Instrumentality Tests Revisited
Blai Bonet
104
91
0
10 Jan 2013
On the Testable Implications of Causal Models with Hidden Variables
Jin Tian
Judea Pearl
CML
98
176
0
12 Dec 2012
Graphical methods for inequality constraints in marginalized DAGs
R. Evans
CML
126
42
0
13 Sep 2012
Inequality Constraints in Causal Models with Hidden Variables
Changsung Kang
Jin Tian
77
33
0
27 Jun 2012
1