Variance and Standard Deviation

UNGROUP DATA

Variance formula

STANDARD DEVIATION

Example Find the variance for an ungrouped 5,12,3,18,6,8,2,10 sample ungroup

MEANING In statistics, variance measures variability from the average or mean. It is calculated by taking the differences between each number in the data set and the mean, then squaring the differences to make them positive, and finally dividing the sum of the squares by the number of values in the data set.

Arranging the ungrouped data in ascending order

MEANING The standard deviation is a summary measure of the differences of each observation from the mean. If the differences themselves were added up, the positive would exactly balance the negative and so their sum would be zero. Consequently the squares of the differences are added.

FORMULA STANDARD DEVIATION VVVV

GROUP DATA

VARIANCE FORMULA group

MEANING The variance formula measures how far a set of numbers are spread out. It is a numerical value and is used to indicate how widely individuals in a group vary. If individual observations vary considerably from the group mean, the variance is big and vice versa.

EXAMPLE exampl

STANDARD DEVIATION

MEANING Standard deviation calculates the dispersion of a dataset relative to its mean. If the data points are away from the mean, there is a higher deviation within the data set. Hence, the more spread out the data, the greater the standard deviation. Standard deviation cannot be negative.

FORMULA σ² = Σ(Fi Mi2) - (n μ2) / (n - 1)

STANDARD DEVIATION OF UNGROUP DATA

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FORMULA variance of unfroup

STANDARD DEVIATION EXAMPLE ggg

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