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From Statistical Evidence to Evidence of Causality
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From Statistical Evidence to Evidence of Causality

P. Dawid
M. Musio
S. Fienberg
    CML
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Papers citing "From Statistical Evidence to Evidence of Causality"

8 / 8 papers shown
Title
Bounding the probability of causality under ordinal outcomes
Bounding the probability of causality under ordinal outcomes
Hanmei Sun
Chengfeng Shi
Qiang Zhao
36
0
0
14 Sep 2024
The role of exchangeability in causal inference
The role of exchangeability in causal inference
O. Saarela
D. Stephens
E. Moodie
120
7
0
02 Jun 2020
Large-scale empirical validation of Bayesian Network structure learning algorithms with noisy data
Large-scale empirical validation of Bayesian Network structure learning algorithms with noisy data
Anthony C. Constantinou
Yang Liu
Kiattikun Chobtham
Zhi-gao Guo
N. K. Kitson
CML
73
63
0
18 May 2020
Bounding Causes of Effects with Mediators
Bounding Causes of Effects with Mediators
P. Dawid
M. Humphreys
M. Musio
33
10
0
30 Jun 2019
Counterfactual Off-Policy Evaluation with Gumbel-Max Structural Causal Models
Counterfactual Off-Policy Evaluation with Gumbel-Max Structural Causal Models
Michael Oberst
David Sontag
CMLOffRL
83
174
0
14 May 2019
Causal Queries from Observational Data in Biological Systems via Bayesian Networks: An Empirical Study in Small Networks
Causal Queries from Observational Data in Biological Systems via Bayesian Networks: An Empirical Study in Small Networks
Alex E. White
Matthieu Vignes
CML
70
5
0
04 May 2018
The Probability of Causation
The Probability of Causation
P. Dawid
M. Musio
R. Murtas
CML
18
11
0
17 Jun 2017
Statistical Causality from a Decision-Theoretic Perspective
Statistical Causality from a Decision-Theoretic Perspective
A. Philip Dawid
CML
78
73
0
09 May 2014