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Differences between a causal and a correlation Causation refers to the cause of something to happen. A causal claim shows that the two events are related to each other in such a way that one event is the effect of the other. Suppose there are two events; b and c, then a causal claim can take the form of “b causes c” in which b refers to the cause and c refers to the effect. On the other hand, correlation shows that the two variables (events) are related to each other in such a way that ...