32 citations · 36 across the 3 of their papers we have counts for
3 papers
math.ST2017★ 32 cited
The Probability of Causation
Philip Dawid, Monica Musio, Rossella Murtas
Many legal cases require decisions about causality, responsibility or blame, and these may be based on statistical data. However, causal inferences from such data are beset by subt…
math.ST2017★ 3 cited
New bounds for the Probability of Causation in Mediation Analysis
Rossella Murtas, Alexander Philip Dawid, Monica Musio
An individual has been subjected to some exposure and has developed some outcome. Using data on similar individuals, we wish to evaluate, for this case, the probability that the ou…
math.ST2014★ 1 cited
Bounding the Probability of Causation in Mediation Analysis
A. P. Dawid, R. Murtas, M. Musio
Given empirical evidence for the dependence of an outcome variable on an exposure variable, we can typically only provide bounds for the "probability of causation" in the case of a…