How do changes in the scale of measurement affect the correlation coefficient?
- They decrease the correlation coefficient
- They do not affect the correlation coefficient
- They increase the correlation coefficient
- They reverse the sign of the correlation coefficient
The correlation coefficient is not affected by changes in the center (mean) or scale (standard deviation) of the variables. This is because correlation measures the strength of a relationship between variables relative to their variability. It's a dimensionless quantity, so changes in the scale of measurements of the variables do not change it.
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