Describe the relationship between two variables when the correlation coefficient r is near 0

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What is the relationship between the two variables if R 0?

It is expressed as a positive ornegative number between -1 and 1. The value of the number indicates the strengthof the relationship: r = 0 means there is no correlation. r = 1 means there is perfect positive correlation.

What if correlation coefficient is closer to 0?

A correlation coefficient of zero, or close to zero, shows no meaningful relationship between variables. A coefficient of -1.0 or +1.0 indicates a perfect correlation, where a change in one variable perfectly predicts the changes in the other.

What does it mean when correlation coefficient is zero?

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. The strength of relationship can be anywhere between −1 and +1.

When the correlation coefficient between two variables is zero there is no relationship between them?

A correlation of 0 means that there is no relationship between two variables whatsoever. It is virtually impossible for a correlation to be zero--two variables always have some relationship, even if it is very small in magnitude, and entirely random.

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