research
∙
01/27/2023
Personalised Decision-Making without Counterfactuals
This article is a response to recent proposals by Pearl and others for a...
share
research
∙
03/31/2021
Effects of Causes and Causes of Effects
We describe and contrast two distinct problem areas for statistical caus...
research
∙
05/15/2020
On Learnability under General Stochastic Processes
Statistical learning theory under independent and identically distribute...
research
∙
04/26/2020
Decision-theoretic foundations for statistical causality
We develop a mathematical and interpretative foundation for the enterpri...
research
∙
04/29/2019
The Hyvärinen scoring rule in Gaussian linear time series models
Likelihood-based estimation methods involve the normalising constant of ...
research
∙
10/17/2010