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Disney Monorail The Mark VI monorail used at Disney World has doors with a height of 72 in. Heights of men are normally distributed with a mean of in. and a standard deviation of in. (based on Data Set 1 "Body Data" in Appendix B).

a. What percentage of adult men can fit through the doors without bending? Does the door design with a height of 72 in. appear to be adequate? Explain.

b. What doorway height would allow of adult men to fit without bending?

Short Answer

Expert verified

a. The percentage of men who can fit through the doors without bending is equal to 88.69%. No, the design of the door with a height of 72 inches appears to be inadequate as around 11% of men cannot fit through such doors.

b. The height of the doorway that would allow 99% of men to fit without bending is equal to 75.1 inches.

Step by step solution

01

Given Information

The population of heights of men is normally distributed with a mean value equal to 68.6 inches and a standard deviation equal to 2.8 inches.

The Mark VI monorail used at Disney World has doors with a height of 72 inches.

02

 Step 2: Conversion of sample value to z-score

Here, the population mean value is equal to =68.6.

The population standard deviation is equal to =2.8.

The sample value given is equal to x=72 inches.

The following formula is used to convert a given sample value (x=72) to a z-score:

z=x-=72-68.62.8=1.21

The required probability value can be computed using the value of z-score.

03

Required probability

a.

In order to fit through doors of height equal to 72 inches, the following probability value is computed using the standard normal table:

Px72=Pz1.21=0.8869

By converting the probability value to a percentage, the following value is obtained:

Percentage=0.8869100%=88.69%

Therefore, the percentage of men who will fit through doors of height 72 inches is equal to 88.69%.

This implies that approximately 11% of the men cannot fit through doors of height 72 inches which is a significantly large value.

Thus, the height of doors equal to 72 inches appears to be inadequate.

04

Conversion of probability value to z-score

b.

Let X denote the height of men and Z denote the corresponding z-value.

Thus, the value of doorway height that would allow 99% of adult men to fit without bending has the following expression:

PZz=0.99

The corresponding z-score for the left-tailed probability value equal to 0.99 is seen from the table and is approximately equal to 2.33.

Thus, Pz2.33=0.99.

05

Conversion of z-score to sample value

The value that will allow 99% of adult men to fit without bending is computed below:

x=+z=68.6+2.33(2.8)=75.12475.1

Therefore, the height of men that will allow 99% of men to fit through the doors without bending is equal to 75.1 inches.

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