Poisson Distribution: finding the MEan

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SUMMARY

The discussion focuses on calculating the mean number of customers arriving at a store using the Poisson distribution. Customers arrive at a rate of 6 per hour from 8 to 10 AM, and 10 per hour from 10 AM to 12 PM. After a lunch break, the arrival rate decreases linearly from 10 to 4 customers per hour between 2 PM and 5 PM. The final calculated mean number of customers for the entire day is 53, derived from averaging the rates during each open period.

PREREQUISITES
  • Understanding of Poisson distribution and its application in queuing theory
  • Basic knowledge of calculating means and averages
  • Familiarity with linear functions for modeling rates
  • Ability to perform time-based calculations
NEXT STEPS
  • Study Poisson distribution properties and applications in real-world scenarios
  • Learn about linear interpolation for modeling changing rates
  • Explore advanced queuing theory concepts for customer arrival modeling
  • Practice calculating means in various statistical distributions
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This discussion is beneficial for statisticians, operations researchers, and business analysts interested in customer flow analysis and optimization strategies for retail environments.

Niall101
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A store opens at 8 in the morning. from 8 until 10 customers arrive at poisson rate 6 per hour. Between 10 and 12 they arrive at a poisson rate of 10 per hour. From 12 to 2, the store closes for lunch, Finally from 2 to 5 the arrival rate drops linearly from 10 per hour at 2 to four per hour at 5. Determin the mean number of customers that enter the store on a given day.

Firstly I am not sure what to do here except maybe from 2 to 5 we can say the Mean rate is 7 per hour?

Thanks in advance!
 
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Try a smaller problem first. If the store is open for two hours, from 8 to 10, and customers arrive at poisson rate 6 per hour, can you calculate (or at least guess) the mean number of customers that arrive during these two hours?
 
Hi I assume it would be 12. 2 x 6?

I have an answer for this question now. I just took the mean per hour and for the last 3 hours took the mean to be 7 and I got 53. It just seams too easy. Its the last question on a problem sheet and the first 5 were much more difficult and more involved.

Ps. Thanks your your kind reply.
 

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