Describe the center and spread of the data using either the mean and standard deviation or the five number summary. Justify your choice by constructing a box-and-whisker plot for the data.

Describe the center and spread of the data using either the mean and standard deviation or the five number summary Justify your choice by constructing a boxandw class=


Answer :

The given dataset is:

40, 39, 37, 26, 25, 40, 35, 34, 26, 39, 42, 33, 26, 25, 34, 38, 41, 34, 37, 39, 32, 30, 22, 38, 36, 28, 27, 39, 34, 26, 36, 38, 25, 39, 23, 8

The frequency = 36

The center of the data is determined by the mean (Since mean is a measure of central tendency)

Mean = Total/Frequency

Mean = 32.53

The spread of the data can be determined by the standard deviation

[tex]SD=\sqrt{\frac{\sum(x-\bar{x})^2\frac{}{}}{N}}[/tex]

Inputing all the values of x and the mean into the formula above:

[tex]SD=7.17[/tex]

The box-and-whisker plot for the data is shown below

From the box plot shown above

Median: 34

Minimum: 8

Maximum: 42

First quartile: 26

Third quartile: 38.75

Interquartile Range: 12.75

View image AlassaneJ719993