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Police Academy Acceptance ExamsTo qualify for a police
Chapter 6, Problem 30E(choose chapter or problem)
To qualify for a police academy, applicants are given a test of physical fitness. The scores are normally distributed with a mean of 64 and a standard deviation of 9. If only the top 20% of the applicants are selected, find the cutoff score.
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QUESTION:
To qualify for a police academy, applicants are given a test of physical fitness. The scores are normally distributed with a mean of 64 and a standard deviation of 9. If only the top 20% of the applicants are selected, find the cutoff score.
ANSWER:
Step 1 of 2
We are asked to find the cutoff score if only the top 20% of the applicants are selected.
We have given scores \(\mu=64\) and \(\sigma=9\)
Assume the variable is normally distributed.
Let \(X\) denote the score.
\(\begin{array}{l} P\left(X>X_{\text {cutoff }}\right)=20 \%=0.2 .\\ \begin{array}{l} P\left(X>X_{\text {cutoff }}\right)=1-P\left(X<X_{\text {cutoff }}\right) \\ P\left(X<X_{\text {cutoff }}\right)=1-P\left(X>X_{\text {cutoff }}\right) \\ P\left(X<X_{\text {cutoff }}\right)=1-0.2=0.8 \end{array} \end{array}\)
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