Question #170466

A contractor decided to build homes that will include the middle 80% of the market. If the average size of homes built is 1750 square feet, find the maximum and minimum sizes of the homes the contractor should build. Assume that the standard deviation is 96 square feet and the variable is normally distributed.

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Expert's answer

A contractor decided to build homes that will include the middle 80% of the market. If the average size of homes built is 1750 square feet, find the maximum and minimum sizes of the homes the contractor should build. Assume that the standard deviation is 96 square feet and the variable is normally distributed.

We have that:

μ=1750\mu=1750

σ=96\sigma=96

Let a and b denote minimum and maximum sizes of the homes respectively.

Thus P(a<X<b)=80%=0.8P(a<X<b)=80\%=0.8

P(X<b)=90%=0.9P(X<b)=90\%=0.9 and P(X<a)=10%=0.1P(X<a)=10\%=0.1

P(X<b)=P(Z<bμσ)=0.9    b175096=1.28    b=1873P(X<b)=P(Z<\frac{b-\mu}{\sigma})=0.9\implies \frac{b-1750}{96}=1.28\implies b=1873

P(X<a)=P(Z<aμσ)=0.1    a175096=1.28    a=1627P(X<a)=P(Z<\frac{a-\mu}{\sigma})=0.1\implies \frac{a-1750}{96}=-1.28\implies a=1627


Answer: the minimum size is 1627, the maximum size is 1873


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