114 citations · 302 across the 21 of their papers we have counts for
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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…
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…
A Note on Bayesian Model Selection for Discrete Data Using Proper Scoring Rules
A. Philip Dawid, Monica Musio, Silvia Columbu
We consider the problem of choosing between parametric models for a discrete observable, taking a Bayesian approach in which the within-model prior distributions are allowed to be…