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Pearson’s correlation - www.statstutor.ac.uk

www.statstutor.ac.uk

In practice the last assumption is checked by requiring both variables to be individually normally distributed (which is a by-product consequence of bivariate normality). Pragmatically Pearson’s correlation coefficient is sensitive to skewed distributions and outliers, thus if we do not have these conditions we are content.

  Correlations, Pearson, Assumptions, Normality, Pearson s correlation

CORRELATION COEFFICIENT: ASSOCIATION BETWEEN TWO ...

www.sheffield.ac.uk

Pearson's correlation coefficient r can only take values between –1 and +1; a value of +1 indicates perfect positive association (figure 1), a value of –1 indicates perfect negative association (figure 2), and a value of 0 indicates no linear association (figure 3). The easiest way to check whether it

  Correlations, Pearson, Pearson s correlation

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