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Consider a case in which two variables change together; change in the value of one is accompanied by change in the value of the other. However, the two variables have no cause-and-effect relationship. In such a case, the correlation between the two variables is said to be __________.A.spuriousB.empiricalC.validD.reliableSubmit

Question

Consider a case in which two variables change together; change in the value of one is accompanied by change in the value of the other. However, the two variables have no cause-and-effect relationship. In such a case, the correlation between the two variables is said to be __________.A.spuriousB.empiricalC.validD.reliableSubmit

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Solution

The correct answer is A. spurious. This term is used to describe a situation where two variables appear to be related, but in reality, there is no causal relationship between them. This can often occur when a third variable is influencing both variables but is not being considered.

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