Solution - Statistics

Divide the sum by the number of terms:

Sum
$$724$$
Number of terms
$$5$$

$$x̄=\frac{724}{5}=144.8$$

The mean equals $$144.8$$

Arrange the numbers in ascending order:
25,99,100,100,400

Count the number of terms:
There are (5) terms

Because there is an odd number of terms, the middle term is the median:
25,99,100,100,400

The median equals 100

To find the range, subtract the lowest value from the highest value.

The highest value equals 400
The lowest value equals 25

$$400-25=375$$

The range equals 375

To find the sample variance, find the difference between each term and the mean, square the results, add together all of the squared results, and divide the sum by the number of terms minus 1.

The mean equals 144.8

To get the squared differences, subtract the mean from each term and square the result:

To get the sample variance, add together the squared differences and divide their sum by the number of terms minus 1

Sum:
$$65127.04+2097.64+2007.04+2007.04+14352.04=85590.80$$
Number of terms:
$$5$$
Number of terms minus 1:
4

Variance:
$$\frac{85590.80}{4}=21397.7$$

The sample variance ($$s^2$$) equals 21397.7

The standard deviation of the sample equals the square root of the sample variance. This is why the variance is usually represented by a squared variable.

Variance: $$s^2=21397.7$$

Find the square root:
$$s=\sqrt{\left(21397.7\right)}=146.280$$

The standard deviation ($$s$$) equals 146.28