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Crash tests on new cars.The National Highway Traffic Safety Administration (NHTSA) crash-tests new car models to determine how well they protect the driver and front-seat passenger in a head-on collision. The NHTSA has developed a 鈥渟tar鈥 scoring system for the frontal crash test, with results ranging from one star (*) to five stars (). The more stars in the rating, the better the level of crash protection in a head-on collision. The NHTSA crashtest results for 98 cars (in a recent model year) are stored in the accompanying data file.

a. The driver-side star ratings for the 98 cars are summarized in the Minitab printout shown below. Use the information in the printout to form a pie chart. Interpret the graph.

Tally for Discrete Variables: DRIVSTAR

DRIVSTAR

Count

Percent

2

3

4

5

N =

4

17

59

18

98

4.08

17.35

60.20

18.37


b. One quantitative variable recorded by the NHTSA is the driver鈥檚 severity of head injury (measured on a scale from 0 to 1,500). The mean and standard deviation for the 98 driver head-injury ratings are displayed in the Minitab printout below. Give a practical interpretation of the mean.
Descriptive Statistics: DRIVHEAD

Variable

N

Mean

StDev

Minimum

Q1

Median

Q3

Maximum

DRIVHEAD

98

603.7

185.4

216.0

475.0

605.0

724.3

1240.0

C. Use the mean and standard deviation to make a statement about where most of the head-injury ratings fall.

d..Find the z-score for a driver head-injury rating of 408. Interpret the result.

Short Answer

Expert verified

a.

b. Mean = 603.7

c. 47.5 and 1,159.9

d. -1.05

Step by step solution

01

 Step 1: Constructing a pie chart and interpreting it

Based on the percentages, we can calculate the angles for the chart.

Angle=Percent100360o

Based on the pie chart majority of the 98 cars have received a 4-star rating.

02

Giving a practical interpretation of mean

603.7 is the mean head injury score. Means on average, the severity of a driver鈥檚 head injury is 603.7 while measured on a scale of 1 to 1500.

03

Interpreting the location of most of the head injury ratings

Mean = 603.7 and standard deviation = 185.4

As we do not know the shape of the distribution, we will use the Chebyshev rule to interpret the location. Therefore according to the rule, 89% of the ratings should lie between x3s.

Using this we will calculate the interval.

-3s=603.73(185.4)=603.7556.2=47.5

-+3s=603.7+3(185.4)=603.7+556.2=1159.9

Therefore, most of the head injury ratings should fall between 47.5 and 1,159.9.

04

Finding the z-score for a driver's head-injury rating of 408 and interpret the result

z-score=ValueMeanStandarddeviation=408603.7185.4=195.7185.4=1.05

As the z-score lies below -3, it is not an outlier.

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