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Which of the following is FALSE about Correlations: We can use the Pearson Correlation Coefficient when...

Which of the following is FALSE about Correlations:

We can use the Pearson Correlation Coefficient when both variables are measured on an interval or ratio scale

A correlation examines the relation between two variables

The Pearson Correlation Coefficient describes the relation between two variables in terms of the strength and direction of the relationship.

A correlation implies causation

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Answer #1

Solution:

We have to identify the FALSE statement.

Answer is

A correlation implies causation

It is not true. The correlation does not implies causation.

Causation means cause and effect relationship . In this , we can say that which variable is cause and which variable is effect.

But , in correlation we just measure the strength and direction of linear relationship. We cannot say which variable is cause and which is effect.

Answer is

A correlation implies causation

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