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Does anyone know how to find variability in math!?
there are three shoe brands:
Converse
Nike
Reebok
then each of the shoe brands has 12 different numbers representing each month's sales for a year.
how do I find the shoe brand with the most variability?
thanks so so much!
3 Answers
- JJWJLv 71 decade agoFavorite Answer
Let us use one shoe brand and four months of sales to illustrate the procedure.
Suppose you sold 0, 6, 1 and 3 pairs of Converse shoes
in the first four months of 2008.
Two ways of measuring "variability" would be
1) calculating the difference between the largest and the smallest numbers (which would be easy with the answer of
6 - 0 = 6 here) and
2) calculating the variance of the numbers (which would require knowing two formulas in statistics)
Assuming you want 2) above:
Let E(x) denote the expected value of a set of numbers and
let Var(x) denote the variance of a set of numbers.
With these four numbers, the expected value (or average or mean) is E(x) = (0 + 1 + 3 + 6) / 4 = 2.5.
(Add them up and divide by the total number of numbers.)
And their variance is Var(x) =
[ (0 - 2.5)^2 + (1 - 2.5)^2 + (3 - 2.5)^2 + (6 - 2.5)^2 ] / 4 =
[ (- 2.5)^2 + (- 1.5)^2 + (0.5)^2 + (3.5)^2 ] / 4 =
[ 6.25 + 2.25 + 0.25 + 12.25 ] / 4 = 21 / 4 = 5.25.
(Find the difference between each number and E(x), square all the differences, add them up and divide by the total number of numbers.)
Note: If we didn't square the differences (turning them all into positive numbers), we would always end up with zero (wiping out that information). Taking the square root of Var(x) brings it back down to a number that we can compare with and use with E(x) and that square root value is called the "standard deviation" (often written by hand with the small greek letter sigma or typed STD).
- Anonymous5 years ago
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