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a
b
c
d
e
f
Fig. 4.2 Pearson's correlation coei cent r for various sample data sets. a-b Positive and
negative linear correlation, c random scatter with no linear correlation, d an outlier causing a
misleading value of r , e curvilinear relationship causing a high r since the curve is close to a
straight line, f curvilinear relationship clearly not described by r .
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