3 citations · 5 across the 7 of their papers we have counts for
4 papers · 1 filter
Effects of Causes and Causes of Effects
A. Philip Dawid, Monica Musio
We describe and contrast two distinct problem areas for statistical causality: studying the likely effects of an intervention ("effects of causes"), and studying whether there is a…
Bounding Causes of Effects with Mediators
Philip Dawid, Macartan Humphreys, Monica Musio
Suppose X and Y are binary exposure and outcome variables, and we have full knowledge of the distribution of Y, given application of X. From this we know the average causal effect…
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…
Rejoinder to "Bayesian Model Selection Based on Proper Scoring Rules"
A. Philip Dawid, Monica Musio
We are deeply appreciative of the initiative of the editor, Marina Vanucci, in commissioning a discussion of our paper, and extremely grateful to all the discussants for their insi…