Question #70023

The height of students in a school is normally distributed with mean 138 centimetres and standard deviation equal to 15 centimetres. What is the minimum height of a student such that P(X≥x) = 0.0548?
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Expert's answer

2017-09-14T09:02:06-0400

Answer on Question #70023 – Math – Statistics and Probability

Question

The height of students in a school is normally distributed with mean 138 centimeters and standard deviation equal to 15 centimeters. What is the minimum height of a student such that P(Xx)=0.0548P(X \geq x) = 0.0548?

Solution

To find the corresponding Z-value, we should evaluate P (X≤x):


P(Xx)=1P(Xx)=10.0548=0.9452P(X \leq x) = 1 - P(X \geq x) = 1 - 0.0548 = 0.9452


From the statistical tables, the corresponding Z-score is


z=1.60z = 1.60


Z-score for any particular XX can be estimated as


z=Xμσz = \frac{X - \mu}{\sigma}


Therefore,


X=zσ+μ=1.6015+138=162X = z\sigma + \mu = 1.60 \cdot 15 + 138 = 162


Answer: X=162X = 162

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