In: Statistics and Probability
Leaks occur in a pipeline at a mean rate of 4 leaks per 1,000
meters. In a 2,500-meter section of pipe,
(a) Using the Poisson approximation to the
binomial, what is the probability of no leaks? (Round your
answer to 6 decimal places.)
Probability
(b) Using the Poisson approximation to the
binomial, what is the probability of three or more leaks?
(Round your answer to 6 decimal places.)
Probability
(c) What is the expected number of leaks?
(Round your answer to 1 decimal place.)
Expected number of leaks
Answer:
Given that:
Leaks occur in a pipeline at a mean rate of 4 leaks per 1,000 meters. In a 2,500-meter section of pipe
Number of samples (n) = 2500
Sample probability (p) = 4/1000
By using the Poisson approximation
Mean
a) Using the Poisson approximation to the binomial, what is the probability of no leaks?
That is P(X=0)
We know that the probability of Poisson distribution is
!
!
b) Using the Poisson approximation to the binomial, what is the probability of three or more leaks?
That is
Where
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!
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c) What is the expected number of leaks?
The expected number of leaks would be