52 citations · 62 across the 4 of their papers we have counts for
6 papers
Proper scoring rules for survival times
Philip Dawid
This note presents a general form for a proper scoring rule that can be used for possibly right-censored survival data without requiring any knowledge or assumptions about the cens…
Fiducial inference then and now
Philip Dawid
We conduct a review of the fiducial approach to statistical inference, following its journey from its initiation by R. A. Fisher, through various problems and criticisms, on to its…
Decision-theoretic foundations for statistical causality
A. Philip Dawid
We develop a mathematical and interpretative foundation for the enterprise of decision-theoretic statistical causality (DT), which is a straightforward way of representing and addr…
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…
Sufficient Covariate, Propensity Variable and Doubly Robust Estimation
Hui Guo, Philip Dawid, Giovanni Berzuini
Statistical causal inference from observational studies often requires adjustment for a possibly multi-dimensional variable, where dimension reduction is crucial. The propensity sc…
On Individual Risk
A. Philip Dawid
We survey a variety of possible explications of the term "Individual Risk." These in turn are based on a variety of interpretations of "Probability," including Classical, Enumerati…