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Variance   (English)

Definition (keystage 4)

A measure of spread of a distribution. It is equal to the mean of the squared distance of the variable from its mean:
Var(x) = 1

n


x 
( x
-
x
 
) 2 ,
where n is the number of possible values of x, and [(x)] means the mean of x.
It is often written σ2 , where σ is the standard deviation.
It can be shown that the variance of X is equal to [((x2))] − ( [(x)])2 , where [((x2))] means the mean of x2.

Definition (undergraduate level)

A random variable X has variance
var X = E(X− E X)2 = E X2 − ( E X)2.

The standard deviation of X is + √{ var X} .
See also covariance.

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