Expression correlation does not mean causation

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One hears versions of the expression "correlation does not mean causation" so often - especially as a graduate student - that it can be easy to accept the statement as true without giving the matter some careful consideration.

Is it ALWAYS true that correlation does not imply (or suggest) causation? Does correlation NEVER imply (or suggest) causation? Are there any conditions under which we might have good reason to think that a causal relationship does exist on the basis of a correlative relationship? If so, what are those conditions?

Comment, please.

P.S. Usually, students who create problems for themselves with this prompt have a poorly-formed idea of causation. If you are not confident that you know what causation means, you might want to spend a few minutes looking it up before you jump into crafting your response.

Reference no: EM132245773

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