138 citations · 533 across the 19 of their papers we have counts for
4 papers · 1 filter
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…
Discussion of "On the Birnbaum Argument for the Strong Likelihood Principle"
A. P. Dawid
Deborah Mayo claims to have refuted Birnbaum's argument that the Likelihood Principle is a logical consequence of the Sufficiency and Conditionality Principles. However, this claim…
Statistical Causality from a Decision-Theoretic Perspective
A. Philip Dawid
We present an overview of the decision-theoretic framework of statistical causality, which is well-suited for formulating and solving problems of determining the effects of applied…
Minimum scoring rule inference
Philip Dawid, Monica Musio, Laura Ventura
Proper scoring rules are methods for encouraging honest assessment of probability distributions. Just like likelihood, a proper scoring rule can be applied to supply an unbiased es…