Which of the following is NOT a characteristic of a correlation? The numerical v
ID: 3209558 • Letter: W
Question
Which of the following is NOT a characteristic of a correlation?
The numerical value of the correlation measures the strength or consistency of the relationship.
The direction of a correlation can be positive or negative.
The type of correlation measured can be a Pearson correlation or a Spearman correlation.
A correlation can show cause-effect relationships if the numerical value if 0.5 or greater.
Which of the following is NOT a characteristic of a correlation?
The numerical value of the correlation measures the strength or consistency of the relationship.
The direction of a correlation can be positive or negative.
The type of correlation measured can be a Pearson correlation or a Spearman correlation.
A correlation can show cause-effect relationships if the numerical value if 0.5 or greater.
Explanation / Answer
D. Correlation does not imply causation. Even if the value of correlation coefficient is very high, it cannot say that one variable is causing the other. So D is incorrect
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