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