What Is the Probability of Additional Customers After Two Have Already Entered?

AI Thread Summary
The discussion centers on calculating the probability of additional customers entering a cafe, given that at least two have already arrived, using a Poisson distribution with λ = 5. The initial approach incorrectly suggests calculating P(X ≥ 1 | X ≥ 2), which leads to a probability of 1, as having at least two customers guarantees at least one. The correct calculation should focus on finding P(X ≥ 3 | X ≥ 2), which represents the likelihood of having three or more customers. Clarifications highlight that knowing there are two customers means the probability of having at least one more is certain, but the focus should be on the probability of having at least three customers. The discussion emphasizes the need for accurate interpretation of conditional probabilities in this context.
tommyhakinen
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Homework Statement


The number of customers entering a cafe during tea time is known to be poisson distribution with λ = 5.
on a particular day, given that at least 2 customers have entered the cafe during the tea time. what is the probability that at least 1 more customers will enter the cafe during tea time?

The Attempt at a Solution


I was thinking of using this :

P(X \geq 1 | X \geq 2) = \frac{P(X \geq 1 \cap X \geq 2)}{P(X \geq 2)}

However, i soon found that if i do that, the Probability will go to 1. it does not make sense. Please advice. thank you.
 
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The conditional probability on the left side represents the probability that X >= 1, given that X >= 2. If X >= 2, then it will certainly be greater than 1. I think you want P(X >= 3 | X >= 2).
 
Thanks for the reply. But I still don't quite get it. Any advise? Thanks..
 
tommyhakinen said:
Thanks for the reply. But I still don't quite get it. Any advise? Thanks..
If you know that there are two people in the cafe, the probability that there is at least one person is 1. For a different example, if I see that you have a dollar, then I know for certain that you have 50 cents (you might have to change the dollar, though).
what is the probability that at least 1 more customers will enter the cafe during tea time?
You know that there are at least two people in the cafe. "one more customer" means that there are three people. "at least one more customer" means that there are three or more.
What you're trying to find is the probability of 3 or more people in the cafe, given that there already two people there.
 
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