Concept:Standard deviation measures how spread out the numbers are from the arithmetic mean.It is the square root of the average of the squared deviations from the mean.Explanation:First, find the mean of the given data set.The data values are 5,4,3,2,1.Mean xˉ=55+4+3+2+1=515=3.Subtract the mean from each value to obtain the deviation d=x−xˉ.Square each deviation to obtain d2.The calculations are shown in the table below.
x
d=x−3
d2
5
2
4
4
1
1
3
0
0
2
−1
1
1
−2
4
∑d2=10
The total of the squared deviations is ∑d2=4+1+0+1+4=10.The number of observations is n=5.Standard deviation σ=n∑d2.Substitute the obtained values into the formula.σ=510=2.Answer:The standard deviation of 5,4,3,2,1 is 2.This corresponds to option A.