From Statistical Evidence to Evidence of Causality

v1v2 (latest)

From Statistical Evidence to Evidence of Causality

29 November 2013

ArXiv (abs)PDF HTML

Papers citing "From Statistical Evidence to Evidence of Causality"

8 / 8 papers shown

Title
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 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 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 P. Dawid M. Humphreys M. Musio 33 10 0 30 Jun 2019
Counterfactual Off-Policy Evaluation with Gumbel-Max Structural Causal Models Michael Oberst David Sontag CML OffRL 83 174 0 14 May 2019
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 P. Dawid M. Musio R. Murtas CML 18 11 0 17 Jun 2017
Statistical Causality from a Decision-Theoretic Perspective A. Philip Dawid CML 78 73 0 09 May 2014