5. Customers arrive at coffee shop according to a Poisson process at a mean rate of 5 customers every 10 minutes. (a) Let X denote the waiting time (in minutes, counted from 7 am) until the first customer arrives. What is the pdf of X? Name the distribution if it has a name. (b) Find the probability that the owner of the coffee shop will have to wait longer than 5 minutes before the arrival of the first customer. (c) Find the conditional probability that the owner of the coffee shop will have to wait longer than 5 minutes before the arrival of the first customer, given that no customer came in the first three minutes.

Holt Mcdougal Larson Pre-algebra: Student Edition 2012
1st Edition
ISBN:9780547587776
Author:HOLT MCDOUGAL
Publisher:HOLT MCDOUGAL
Chapter11: Data Analysis And Probability
Section: Chapter Questions
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5. Customers arrive at coffee shop according to a Poisson process at a mean rate of 5
customers every 10 minutes.
(a) Let X denote the waiting time (in minutes, counted from 7 am) until the first
customer arrives. What is the pdf of X? Name the distribution if it has a name.
(b) Find the probability that the owner of the coffee shop will have to wait longer
than 5 minutes before the arrival of the first customer.
(c) Find the conditional probability that the owner of the coffee shop will have to
wait longer than 5 minutes before the arrival of the first customer, given that no
customer came in the first three minutes.
(d) What is the probability that the owner of the coffee shop will have to wait longer
than 28.41 minutes before the arrival of the 10th customer?
Use two different approaches to solve this question by using the relationship be-
tween the gamma, Poisson, and chi-square distributions. You are allowed to use
R to obtain the numerical answers.
Transcribed Image Text:5. Customers arrive at coffee shop according to a Poisson process at a mean rate of 5 customers every 10 minutes. (a) Let X denote the waiting time (in minutes, counted from 7 am) until the first customer arrives. What is the pdf of X? Name the distribution if it has a name. (b) Find the probability that the owner of the coffee shop will have to wait longer than 5 minutes before the arrival of the first customer. (c) Find the conditional probability that the owner of the coffee shop will have to wait longer than 5 minutes before the arrival of the first customer, given that no customer came in the first three minutes. (d) What is the probability that the owner of the coffee shop will have to wait longer than 28.41 minutes before the arrival of the 10th customer? Use two different approaches to solve this question by using the relationship be- tween the gamma, Poisson, and chi-square distributions. You are allowed to use R to obtain the numerical answers.
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