Counterfactuals, Hypotheticals and Potential Responses: A Philosophical Examination of Statistical Causality

By A. P. Dawid. 2006

43 citations recorded by the source corpus.

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

1. Peter Buhlmann
2. Jan Peters
3. Nicolai Meinshausen
4. Bernhard Schölkopf
5. Yoshua Bengio
6. Sergey Levine
7. Christina Heinze-Deml
8. Martin J. Wainwright

Citations in the corpus

• Causal inference by using invariant prediction: identification and confidence intervals (2015, background): “to estimate the correlation between the noise variable "e i and " e0 i for a single unit iin dierent hypothetical environments eand e0, as the outcome is observed for only one environment [Dawid, 2006, 2012]. Knowledge of the correlation would be necessary to answer counterfactual question”
• Statistical Causality from a Decision-Theoretic Perspective (2014, background): “The lecture notes Dawid (2007b) contain a fuller exposition of the decision-theoretic approach.”