Write two disadvantages of correlation.
Understand the Problem
The question is asking for two disadvantages or limitations of correlation, which is a statistical measure that describes the extent to which two variables change together. This could involve discussing issues like the potential for misinterpretation or the lack of causation implied by correlation.
Answer
Correlation can't establish causation and is vulnerable to confounding variables.
Two disadvantages of correlation are: 1. It cannot establish causation; correlation does not imply one variable causes the other. 2. It is vulnerable to third variables or confounding factors, meaning other unmeasured variables might influence the observed relationship.
Answer for screen readers
Two disadvantages of correlation are: 1. It cannot establish causation; correlation does not imply one variable causes the other. 2. It is vulnerable to third variables or confounding factors, meaning other unmeasured variables might influence the observed relationship.
More Information
Correlation merely describes a statistical relationship and not a causative effect, which can lead to incorrect assumptions about the influence or impact one variable may have on another.
Tips
A common mistake is assuming that correlation implies causation which can lead to incorrect conclusions about the relationship between variables.
Sources
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