If coefficient of correlation, “r” between two variables is zero, does it mean that there is no relationship b?
If coefficient of correlation, “r” between two variables is zero, does it mean that there is no relationship between the variables? Justify your answer
I'd say no, it doesn't mean that there is no relationship. It means that if there is a relationship, it isn't described by a polynomial equation. However, there are non-linear relationships that appear to generate random or chaotic data. The r might be zero even though the points are 100% deterministic.
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I'm not a mathematician, but here's my take:
I'd say no, it doesn't mean that there is no relationship. It means that if there is a relationship, it isn't described by a polynomial equation. However, there are non-linear relationships that appear to generate random or chaotic data. The r might be zero even though the points are 100% deterministic.