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Question

In 1992, the FAA conducted 86,991 pre-employment drug tests on job applicants who were to be engaged in safety and security-related jobs, and found that 1,143 were positive

Submitted: 545 days and 18 hours ago.
Category: Math
Value: $15
Status: AWAITING CUSTOMER ACTION

Answer

Hi there!

The confidence interval for a proportion goes from:

p - z*sqrt(p(1-p)/N) to p + z*sqrt(p(1-p)/N)

p is the proportion that we are given, z is the z value for the 95% interval (1.96, from a table), and N is the sample size

N = 86991
z = 1.96
p = 1143/86991 = 0.013139
1-p = 0.986861

0.013139 - 1.96*sqrt(0.013139*0.986861/86991) to 0.013139 + 1.96*sqrt(0.013139*0.986861/86991)

Do the math:
0.01238 to 0.01390


We are allowed to do this question, even though P is small, because Np and N(1-p) are both reasonably sized (more than 10):
Np = 1143
N(1-p) = 85848

We have enough "hits" of both negative and positive results. Our sample is large enough (greater than 1000) that even with a tiny "p" value, we can make the normality assumption.


Let me know if you have any questions. If not, thank you for pressing "Accept".

-Scott

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Expert: Scott
Pos. Feedback: 100.0 %
Accepts: 
Answered: 5/26/2008

MIT Graduate

College degree in math... proficient in all levels -- from algebra to calculus

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