In: Statistics and Probability
Charlie joins a reading club Charlie joins a new reading club, from
which he receives books...
Charlie joins a reading club Charlie joins a new reading club, from
which he receives books to read. Suppose that books arrive as a
Poisson process at a rate λ of books per week. For each book, the
time it takes for Charlie to read it is exponentially distributed
with parameter μ; i.e., on average it takes Charlie 1/μ weeks to
finish one book. Assume that the reading times for different books
are independent, and also independent from the book arrival
process. The problem with Charlie is that he is easily distracted.
If he is reading a book when a new book arrives, he immediately
turns to read the new one, and only comes back to the older book
when he finishes the new book. For all of the parts below, give
your answers in terms of μ and λ Hint: When Charlie starts reading
a book, the total time he spends on reading it can be viewed as the
first arrival from a Poisson process of rate μ and you can then
think about merging or splitting of Poisson processes. Questions:
1. When Charlie starts a new book, what is the probability that he
can finish this book without being interrupted by a book 2. Given
that Charlie receives a new book while reading a book, what is the
probability that he can finish both books, the new one and the
interrupted one, without further interruption? 3. What is the
expected reading time of a book given that it is not interrupted?
Hint: The answer is not 1/μ (the answers available here in the
section not seem to be correct. Can you provide new and right
answers?