Q. If the coefficient of determination is equal to 1, then the correlation coefficient -
1- must also be equal to 1
2- can be either -1 or +1
3- can be any value between -1 to +1
4- must be -1
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If the coefficient of determination is equal to 1, then the correlation coefficient can be either -1 or +1
What is correlation co-efficient?
- As the name suggests "correlation", determines the relation between two variables.
- When the correlation coefficient is +1, it indicates a positive relationship between the two variables, when the value of the correlation coefficient is -1, it shows a negative relationship. However, zero shows no relationship at all.
Why correlation coefficient can be either -1 or +1 when the coefficient of determination is equal to 1?
- Since, the coefficient of determination is square of the correlation coefficient, when the value of coefficient of determination is 1 the value of correlation coefficient can either be -1 or +1.
- As, (-1)²=1 and (+1)²=1
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