Asked by RyanA Gaming on Jul 27, 2024

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Which statement best illustrates a correlation between two variables

A)  Scores on one variable are related to scores on the second variable. 
B)  Scores on either variable cause scores on the other variable. 
C)  Scores on one variable are different from the scores on the second variable. 
D)  Scores on one variable are independent from the scores on the second variable.

Correlation Between Two Variables

A measure indicating the extent to which two variables change together, showing the strength and direction of their relationship.

  • Master the examination of correlation coefficients and their relevance to research discoveries.
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Chandra TimsinaJul 27, 2024
Final Answer :
A
Explanation :
A correlation indicates a relationship or association between two variables, where changes in one variable are associated with changes in the other variable. Option A specifically mentions that the scores on one variable are related to scores on the second variable, correctly describing a correlation. Option B suggests a causal relationship, which is not indicative of a correlation, whereas options C and D suggest differences or independence between the variables, which does not demonstrate a correlation.