For each day, independent of the others, the length of time for one individual to be servedat a cafeteria is a random variable having an exponential distribution with a mean of 4 minutes. What is the probability that a person is served in less than 3 minutes on at least 4 of the next 6 days?
First, we find the probability that a person is served in less than 3 minutes on a single day, using the exponential distribution.
Exponential distribution:
The exponential probability distribution, with mean m, is described by the following equation:
in which is the decay parameter.
The probability that x is lower or equal to a is given by:
In this problem, mean of 4 minutes, hence
The probability that a person is served in less than 3 minutes on a single day is:
Now, for the 6 days, we use the binomial distribution:
The parameters are:
In this problem , .
Hence,
Then, % that a person is served in less than 3 minutes on at least 4 of the next 6 days.
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