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Semmelweis's discovery of the cause of puerperal fever around the middle of the 19th century counts among the paradigm cases of scientific discovery. For several decades, philosophers of science have ...
An Epistemology of Causal Inference from Experiment     causation  experiment  Gasparo Berti  water barometer  vacuum       font style='font-size:12px;'> 2016/5/31
The manipulationist account of causation provides a conceptual analysis of cause-effect relationships in terms of hypothetical experiments. It also explains why and how experiments are used for the em...
Interventions and Causal Inference     causation  (different types of) interventions       font style='font-size:12px;'> 2008/4/15
The literature on causal discovery has focused on interventions that involve randomly assigning values to a single variable. But such a randomized intervention is not the only possibility, nor is it a...
Detection of Unfaithfulness and Robust Causal Inference     Robust Causal   Detection of Unfaithfulness       font style='font-size:12px;'> 2008/4/11
Many algorithms proposed in the machine learning community for inferring causality from data are grounded on two assumptions, known as the Causal Markov Condition and the Causal Faithfulness Condition...
There has been an intense discussion, albeit largely an implicit one, concerning the inference of causal hypotheses from statistical correlations in quantum mechanics ever since John Bells first stat...

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