114 citations · 188 across the 8 of their papers we have counts for
4 papers · 1 filter
Comparisons of Hyvärinen and pairwise estimators in two simple linear time series models
Valentina Mameli, Monica Musio, A. Philip Dawid
The aim of this paper is to compare numerically the performance of two estimators based on Hyvärinen's local homogeneous scoring rule with that of the full and the pairwise maximum…
Bayesian Model Selection Based on Proper Scoring Rules
A. Philip Dawid, Monica Musio
Bayesian model selection with improper priors is not well-defined because of the dependence of the marginal likelihood on the arbitrary scaling constants of the within-model prior…
Structural Markov graph laws for Bayesian model uncertainty
Simon Byrne, A. Philip Dawid
This paper considers the problem of defining distributions over graphical structures. We propose an extension of the hyper Markov properties of Dawid and Lauritzen [Ann. Statist. 2…
Theory and Applications of Proper Scoring Rules
A. Philip Dawid, Monica Musio
We give an overview of some uses of proper scoring rules in statistical inference, including frequentist estimation theory and Bayesian model selection with improper priors.