Definition:Sample Correlation Coefficient

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Definition

Let $S = \sequence {x_i, y_i}$ be a sequence of paired observations from a population.

The sample correlation coefficient of $S$ is given by:

$r = \dfrac {s_{x y} } {\sqrt {s_{x x} s_{y y} } }$

where:

$s_{x y}$ denotes the sum of the products of deviations of $x_i$ and $y_i$ from their means
$s_{x x}$ and $s_{y y}$ are the sums of the squares of the deviations of $x_i$ and $y_i$ from their respective means.


Also see

  • Results about sample correlation coefficients can be found here.


Sources