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6.90. A variable is normally distributed with mean 68and standard deviation 10. Find the percentage of all possible values of the variable that
a. lie between 73and 80.
b. are at least 75.
c. are at most 90 .

Short Answer

Expert verified

(a) The percentage of all possible values of the variable that lie between 73and 80is 19.35%

(b) To the percentage of all possible values of the variable that are at least 75is 99.9%.

(c) To the percentage of all possible values of the variable that are at most 90 is 0.47%.

Step by step solution

01

Part (a) Step 1: Given information

To find the percentage of all possible values of the variable that lie between 73 and 80.

02

Part (a) Step 2: Explanation

Let, the mean is μ=68.

And the standard deviation is σ=10.
Calculate the probability of the variable xbeing between 73and 80, or P(73<X<80).
Determine the value as follows:
P(73<X<80)=P(73-μ<X-μ<80-μ)
=P(73-68<X-μ<80-68)
=P73-6810<X-μσ<80-6810
=P(0.5<Z<1.2)
=0.1935

The percentage will be 0.1935×100%=19.35%.

As a result, the percentage of all possible values of the variable that lie between 73and 80is 19.35%.
03

Part (b) Step 2: Given information

To the percentage of all possible values of the variable that are at least 75.

04

Part (b) Step 2: Explanation

Let, the mean is μ=68.

And the standard deviation is σ=10.
Determine the probability of the variable xbeing greater than 75, that is, P(75>X).
Then determine the value as follows:
P(X>75)=P(X-μ>75-μ)
=P(X-μ>75-68)
=PX-μσ>75-6810
=P(Z>0.7)
=0.999
The percentage will be 0.999×100%=99.9%.
Conclusion:
As a result, the percentage of all possible values of the variable that are at least 75is 99.9%.

05

Part (c) Step 3: Given information

To find the percentage of all possible values of the variable that are at most 90.

06

Part (c) Step 2: Explanation

Let, the mean is μ=68.

And the standard deviation is σ=10.

Determine the probability of the variable Xbeing less than 90, that is, P(X<90).
Then determining the value as follows:

P(X<90)=P(X-μ<90-μ)
=P(X-μ<90-68)
=PX-μσ<90-6810
=P(Z<2.2)
=P(0<Z<2.2)
=0.0047
The percentage will be 0.0047×100%=0.47%.
As a result, the percentage of all possible values of the variable that are at most 90 is 0.47%.

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