RESEARCH METHODOLOGY

STATISTICAL TECHNIQUES AND TOOLS

CORRELATION COEFFICIENT COEFFICIENT OF DETERMINATION

Question [CLICK ON ANY CHOICE TO KNOW THE RIGHT ANSWER]
The correlation coefficient, r, is always between ____ and ____
A
0 and 1
B
-1 and 1
C
-1 and 0
D
None of the above
Explanation: 

Detailed explanation-1: -Possible values of the correlation coefficient range from-1 to +1, with-1 indicating a perfectly linear negative, i.e., inverse, correlation (sloping downward) and +1 indicating a perfectly linear positive correlation (sloping upward). A correlation coefficient close to 0 suggests little, if any, correlation.

Detailed explanation-2: -The correlation coefficient can – by definition, that is, theoretically – assume any value in the interval between +1 and −1, including the end values +1 or −1. 0 indicates no linear relationship.

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