The distribution of heights for adult men in a certain population is approximately normal with mean 70 inches and standard deviation 4 inches. Which of the following represents the middle 80 percent of the heights ? A. 2.5% B. 5% C. 16% D. 1%

Respuesta :

Answer:

The interval (meassured in Inches) that represent the middle 80% of the heights is [64.88, 75.12]

Step-by-step explanation:

I beleive those options corresponds to another question, i will ignore them. We want to know an interval in which the probability that a height falls there is 0.8.

In such interval, the probability that a value is higher than the right end of the interval is (1-0.8)/2 = 0.1

If X is the distribuition of heights, then we want z such that P(X > z) = 0.1. We will take W, the standarization of X, wth distribution N(0,1)

[tex] W = \frac{X-\mu}{\sigma} = \frac{X-70}{4} [/tex]

The values of the cumulative distribution function of W, denoted by [tex] \phi [/tex] , can be found in the attached file. Lets call [tex] y = \frac{z-70}{4} [/tex] . We have

[tex]0.1 = P(X > z) = P(\frac{X-70}{4} > \frac{z-70}{4}) = P(W > y) = 1-\phi(y)[/tex]

Thus

[tex] \phi(y) = 1-0.1 = 0.9 [/tex]

by looking at the table, we find that y = 1.28, therefore

[tex]\frac{z-70}{4} = 1.28\\z = 1.28*4+70 = 75.12[/tex]

The other end of the interval is the symmetrical of 75.12 respect to 70, hence it is 70- (75.12-70) = 64.88.

The interval (meassured in Inches) that represent the middle 80% of the heights is [64.88, 75.12] .

The interval that represent the middle 80% of the heights (inches) is [64.88, 75.12].

Step-by-step explanation:

Given :

Mean -- [tex]\rm \mu = 70 \; inches[/tex]

Standard Deviation -- [tex]\rm \sigma = 4 \; inches[/tex]

Calculation :

We want to know an interval in which the probability that a height falls there is 0.8.  

In such interval, the probability that a value is higher than the right end of the interval is

[tex]\rm P(x>z) = \dfrac {1-0.8}{2} = 0.1[/tex]  

If x is the distribuition of heights, then we want y such that P(x > y) = 0.1.

[tex]Z = \dfrac{x-\mu}{\sigma}[/tex]

 

Now, let

[tex]U = \dfrac{y-70}{4}[/tex]  

We have

[tex]\rm 0.1 = P(x>y)= P(\dfrac{x-70}{4} > \dfrac{y-70}{4})=P(Z>U)=1-\phi(U)[/tex]

[tex]\phi (U) = 1-0.1=0.9[/tex]      

by looking at the table, we find that U = 1.28, therefore

[tex]\dfrac{y-70}{4}=1.28[/tex]

[tex]1.28\times 4 + 70 = y[/tex]

[tex]y=75.12[/tex]

The other end of the interval is the symmetrical of 75.12 respect to 70, hence it is

70- (75.12-70) = 64.88.  

The interval that represent the middle 80% of the heights (inches) is [64.88, 75.12].

For more information, refer the link given below

https://brainly.com/question/10729938?referrer=searchResults

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