Question

What happens as a correlation approaches +1.00 or -1.00?


A. The two variables become interdependent of on each other.

B. The strength of the relationship increases.

C. The strength of the relationship decreases.

D. The strength of the relationship remains constant.

Answer 1

The strength of the relationship increases when correlation approaches +1.00 or -1.00.

WHAT IS CORRELATION?

• Correlation coefficient, denoted by "r", is used in statistics to show the degree of relationship between two linearly related variables.

• The correlation coefficient (r) can either be positive or negative depending on whether the relationship is inverse or direct.

• The value of the correlation coefficient is used to depict the strength of the relationship. The closer the correlation is to +1 or -1, the stronger the relationship between the two variables. That is; -1 ≤ r ≤ +1

Therefore, the strength of the relationship between two variables increases when correlation approaches +1.00 or -1.00.

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