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

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Homework Help Overview

The problem involves calculating a conditional probability related to a Poisson distribution, specifically concerning the number of customers entering a cafe during tea time. The scenario specifies that at least two customers have already entered, and the question seeks the probability of at least one additional customer entering.

Discussion Character

  • Exploratory, Assumption checking, Problem interpretation

Approaches and Questions Raised

  • Participants discuss the formulation of the conditional probability and the implications of the conditions given (at least two customers). There is an attempt to clarify the correct interpretation of the probability being sought, with suggestions to consider the probability of three or more customers instead.

Discussion Status

The discussion is ongoing, with participants providing feedback and seeking further clarification on the interpretation of the problem. Some guidance has been offered regarding the correct conditional probability to consider, but there is still uncertainty among participants about the reasoning involved.

Contextual Notes

Participants are navigating the nuances of conditional probability and its implications in the context of a Poisson distribution, with specific attention to the assumptions made about the number of customers already present.

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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