In: Statistics and Probability
A survey found that women's heights are normally distributed with mean 63.2 in and standard deviation
2.3 in The survey also found that men's heights are normally distributed with mean 69.1 in and standard deviation
3.3 in Consider an executive jet that seats six with a doorway height of 55.9 in. Complete parts (a) through (c) below.
A) what percentage of adult men can fit through the door without bending?
The percentage of men who can fit without bending is __%?
B) Does the door design with a height of 55.9 in. appear to be adequate? Why didn't the engineers design a larger door?
Options
A.
The door design is inadequate, but because the jet is relatively
small and seats only six people, a much higher door would require
major changes in the design and cost of the jet, making a larger
height not practical.
B.
The door design is adequate, because although many men will not be
able to fit without bending, most women will be able to fit
without bending. Thus, a larger door is not needed.
C.
The door design is inadequate, because every person needs to be
able to get into the aircraft without bending. There is no reason
why this should not be implemented.
D.
The door design is adequate, because the majority of people will
be able to fit without bending. Thus, a larger door is not
needed.
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Finally C) The doorway height that would allow 40% of men to fit without bending ___ in.
(Round to one decimal place)
Solution:
Given:
i) The women's heights are normally distributed with mean 63.2 in and standard deviation 2.3 in
ii) The men's heights are normally distributed with mean = 69.1 in and standard deviation 3.3 in
iii) An executive jet that seats six with a doorway height of 55.9 in.
Part A) What percentage of adult men can fit through the door without bending?
that is find:
P( X < 55.9 ) = ...............?
Find z score for x = 55.9
Thus we get:
P( X < 55.9 ) = P(Z < -4.00)
Look in z table for z = -4.0 and 0.00 and find corresponding area.
P( Z< -4.00) = 0.00003
Thus
P( X < 55.9 ) = P(Z < -4.00)
P( X < 55.9 ) = 0.00003
P( X < 55.9 ) = 0.003%
P( X < 55.9 ) = 0.00%
The percentage of men who can fit without bending is 0.00%
(Rounded to 2 decimal places)
Part B) Does the door design with a height of 55.9 in. appear to be adequate? Why didn't the engineers design a larger door?
A. The door design is inadequate, but because the jet is relatively small and seats only six people, a much higher door would require major changes in the design and cost of the jet, making a larger height not practical.
Part C) The doorway height that would allow 40% of men to fit without bending ___ in.
That is find x value such that:
P(X < x) = 40%
Thus find z value such that:
P( Z< z ) = 0.40
Look in z table for Area = 0.4000 or its closest area and find corresponding z value.
Area 0.4013 is closest to 0.4000 and it corresponds to -0.2 and 0.05
thus z = -0.25
Now use following formula to find x value:
Thus
The doorway height that would allow 40% of men to fit without bending 68.3 in