RESEARCH METHODOLOGY

STATISTICAL TECHNIQUES AND TOOLS

REGRESSION

Question [CLICK ON ANY CHOICE TO KNOW THE RIGHT ANSWER]
If there is NO correlation between 2 variables, the correlation coefficient is ____
A
1
B
-1
C
0
D
None of the above
Explanation: 

Detailed explanation-1: -A correlation coefficient of zero indicates that no linear relationship exists between two continuous variables, and a correlation coefficient of −1 or +1 indicates a perfect linear relationship.

Detailed explanation-2: -If there is no correlation between two variables, the line of best fit will have zero slope i.e. it will be parallel to the x-axis.

Detailed explanation-3: -A correlation coefficient of zero indicates the absence of a relationship between the two variables being studied. If two variables have a correlation coefficient of zero, then it is impossible to predict if or how one variable will change in response to changes in the other variable.

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