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Suppose in a complex correlation study we find that variable X correlates with Y on a regular basis. As the measurement of X goes up

Suppose in a complex correlation study we find that variable X correlates with Y on a regular basis. As the measurement of X goes up or down so also does the Y variable. As a result we infer that X is the cause of Y. To which fallacy of the three below would we be especially susceptible? Group of answer choices Ignoring the data in favor of immediate vividness Confusing the cause with the effect Red Herring

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