Poisson distribution problem help

AI Thread Summary
The discussion revolves around calculating the probability of receiving more than 5 calls in a 10-minute period using the Poisson distribution, where the mean is established at 2 calls per 10 minutes. Participants emphasize the importance of defining the segment size, confirming that it should indeed be 10 minutes. The key event of interest is determining P{X>5}, which can be calculated using the complementary probability formula. Guidance is provided on using Poisson tables or manual calculations to find the required probability. The conversation highlights the need for clearer instructional resources in online learning environments.
gfields
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I need help with aPoisson distribution problem please. Question is: company capable of handling 5 calls every 10 min on new system. Prior to new system, company analysts determined incoming calls to the system are Poisson distributed w/ a mean equal to 2 every 10 min. what is the probability that in a 10 min period more calls will arrive than the system can handle?
 
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Hi gfields! :smile:

What have you tried?

Obviously, we're going to work with a random variable X such that X is Poisson(\lambda) distributed. What do you think \lambda is in this case?
 
I am taking this class online...no instructor...no interaction. I need some guidance on how to think this through. The book is helpful but still lacks clarity.

I understand that the mean before the old system was 2 calls for 10 minutes.

I need to define the segment unit to do the problem... 10 minutes??
The mean is already defined for me. 2
Defining the segment size would be next. I need some discussion here to understand exactly what to use.The event of interest would be P>5 correct?

Once this information is calculated...the Poisson table can be used to find the probability and a comment on the adequacy of the new system can be made.
 
gfields said:
I am taking this class online...no instructor...no interaction. I need some guidance on how to think this through. The book is helpful but still lacks clarity.

I understand that the mean before the old system was 2 calls for 10 minutes.

I need to define the segment unit to do the problem... 10 minutes??

Good!

The mean is already defined for me. 2

Also good.

Defining the segment size would be next. I need some discussion here to understand exactly what to use.The event of interest would be P>5 correct?

Indeed, you'll need to calculate P\{X>5\}. You can use tables to calculate this, but you can also do it by hand easily:

P\{X>5\}=1-P\{X\leq 5\}=1-e^{-2}(1+2+\frac{2^2}{2!}+\frac{2^3}{3!}+\frac{2^4}{4!}+\frac{2^5}{5!})
 
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