Pearson's Product-Moment Correlation

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The standard statistic used to quantify a correlation. It is commonly represented as r.

It is interpreted as follows:

  • An r of 1 indicates a perfect positive correlation.
  • An r of -1 indicates a perfect negative correlation.
  • An r of 0 indicates that there is no relationship between the different variables.
  • The closer r is to 0, the weaker the correlation (and, equivalently, the further r is from 0 the stronger the correlation.

The following scatterplots show examples of Pearson's Product-Moment Correlation and associated p-Values.

CorrelationPlots.png