Variance (English)
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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:
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.
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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
The standard deviation of X is + √{ var X} .
See also covariance.
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The standard deviation of X is + √{ var X} .
See also covariance.
Relations
- broader:
- (en) Dispersion
- (en) Moment of a random variable
- (en) Spread
- (en) Statistic
- narrower:
- (en) Pooled unbiased variance
- (en) Sample variance
- (en) Unbiased variance
- (en) Variance of a continuous random variable
- (en) Variance of a linear function
- references:
- (en) Distribution
- (en) Random variable
- (en) Variability
- referenced:
- (en) Correlation coefficient
- (en) Covariance
- (en) Gaussian distribution
- (en) Mean square minus square mean (discrete)
- (en) Standard deviation
- (en) var
- (en) Variance of binomial distribution
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