Etymology
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covariance

in mathematics, "property of being covariant," 1856, from covariant (1850), from co- + variant.

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Definitions of covariance

covariance (n.)
(statistics) the mean value of the product of the deviations of two variates from their respective means;
From wordnet.princeton.edu