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Wear your helmet! Many athletes (and their parents) worry about the risk of concussions when playing sports. A football coach plans to obtain specially made helmets for his players that are designed to reduce the chance of getting a concussion. Here are the measurements of head circumference (in inches) for the players on the team:

a. Antawn, the team鈥檚 starting quarterback, has a head circumference of 22.4 inches. What is Antawn鈥檚 percentile?

b. Find the head circumference of the player at the 90th percentile of the distribution.

Short Answer

Expert verified

Part (a) Percentile that corresponds with a head circumference of 22.4 inches is the 33rd percentile.

Part (b) Head circumference at the 90th percentile is 24.0 inches.

Step by step solution

01

Part (a) Step 1: Given information

Measurements of head circumference (in inches):

23.022.221.722.022.322.622.721.5
22.725.620.823.024.223.520.824.0
22.722.623.922.523.121.921.022.4
23.522.523.923.421.623.3

02

Part (a) Step 2: Concept

The percentile of an individual is the percentage of the distribution that is less than the data value of the individual.

03

Part (a) Step 3: Calculation

Let

n,the number of data values that are fewer than the data value of a single individual.

N,Total number of data values

Now,

Sort the values of all the data in ascending order:

20.8,20.8,21.0,21.5,21.6,21.7,21.9,22.0,22.2,22.3,22.4,22.5,22.5,22.6,22.6,22.7,22.7,22.7,23.0,23.0,23.1,23.3,23.4,23.5,23.5,23.9,23.9,24.0,24.2,25.6.

Note that

10of the 30data, values are smaller than 22.4

The percentile of an individual is the percentage of the distribution that is less than the data value of the individual.

Percentile=nN100%=1030100%=0.33100%=33%

Thus,

The percentile that corresponds with a head circumference of 22.4 inches is the 33rd percentile.

04

Part (b) Step 1: Calculation

Let

n,The number of data values that are less than the data value of an individual.

N,Total number of data values

Now,

Sort the values of all the data in ascending order:

20.8,20.8,21.0,21.5,21.6,21.7,21.9,22.0,22.2,22.3,22.4,22.5,22.5,22.6,22.6,22.7,22.7,22.7,23.0,23.0,23.1,23.3,23.4,23.5,23.5,23.9,23.9,24.0,24.2,25.6

Note that

The data set consists of 30data values.

Such that

N=30

The xth percentile represents a data value with x percent of the data values below it.

Then

90th percentile has 90% of the 30 data values below it.

Calculate 90% of 30 data values:

n=90%N=9010030=91030=27

We have

27 out of 30 data values are smaller than the 90th percentile.

90th percentile needs to be the 28th data value in the ascending order, and that is 24.0

Thus,

Head circumference of the player at the 90th percentile of the distribution is 24.0 inches.

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