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From Statistical Evidence to Evidence of Causality
v1v2 (latest)

From Statistical Evidence to Evidence of Causality

29 November 2013
P. Dawid
M. Musio
S. Fienberg
    CML
ArXiv (abs)PDFHTML

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
122
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
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