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Question

The scores on standardized admissions test are normally distributed with a mean of 500 and a standard deviation of 100. What is the probability that a randomly selected student will score between 400 and 600 on the test?

A
About 63%
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B
About 65%
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C
About 68%
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D
About 70%
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Solution

The correct option is C About 68%
For normal distribution ,  P(x)=1/(sigmasqrt(2pi))e^(-(x-mu)^2/(2sigma^2))
The scores on standardised admissions test are normally distributed with a mean of 500500
Mean (μ)=500
standard deviation(σ)=100
Probability that score lies between 400 and 600 i.e, P(400<x<600)
For standard normal distribution curve
Z=(x-μ)/σ
(400-500)/100<(x-μ)/σ<(600-500)/100
-1<Z<1
Image result for normal distribution curve
For standard normal distribution mean shifted to zero,  P(x)dx=1/(sqrt(2pi))e^(-z^2/2)dz.
Also,P(-1<Z<1)=area of the region between -1 to 1 that is approximately equal to=68%





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