Suppose a coffee shop opens at 7 am, and customers arrive at the shop following a Poisson process with a rate of 5 customers per hour. Let X denote the waiting time (in minutes) until the first customer arrives. (a) What is the pdf of X? Name the distribution if it has a name. (b) What is the probability that the owner of the coffee shop has to wait for more than 15 minutes before a first customer arrives? (c) What is the probability that the owner of the coffee shop has to wait for more than 20 minutes before a first customer arrives given that they haven't seen any customer for more than 15 minutes?

Advanced Engineering Mathematics
10th Edition
ISBN:9780470458365
Author:Erwin Kreyszig
Publisher:Erwin Kreyszig
Chapter2: Second-order Linear Odes
Section: Chapter Questions
Problem 1RQ
Question

Q5

Suppose a coffee shop opens at 7 am, and customers arrive at the shop following a
Poisson process with a rate of 5 customers per hour. Let X denote the waiting time
(in minutes) until the first customer arrives.
(a) What is the pdf of X? Name the distribution if it has a name.
(b) What is the probability that the owner of the coffee shop has to wait for more
than 15 minutes before a first customer arrives?
(c) What is the probability that the owner of the coffee shop has to wait for more
than 20 minutes before a first customer arrives given that they haven't seen any
customer for more than 15 minutes?
Transcribed Image Text:Suppose a coffee shop opens at 7 am, and customers arrive at the shop following a Poisson process with a rate of 5 customers per hour. Let X denote the waiting time (in minutes) until the first customer arrives. (a) What is the pdf of X? Name the distribution if it has a name. (b) What is the probability that the owner of the coffee shop has to wait for more than 15 minutes before a first customer arrives? (c) What is the probability that the owner of the coffee shop has to wait for more than 20 minutes before a first customer arrives given that they haven't seen any customer for more than 15 minutes?
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