The slogan ‘correlation does not imply causation’ is meant to capture the fact that any joint probability distribution over two variables can be explained not only by a causal influence of one ...
Unravelling the causal mechanisms that explain observed correlations is an important problem in any field that uses statistical data. For example, a positive correlation between the damage done by a ...