Question
Question 1 You are trying to model the number of people who own mobile phones as a Markov jump process. You assume that once someone
Question 1
You are trying to model the number of people who own mobile phones as a Markov
jump process. You assume that once someone has bought a mobile phone they will
never give it up, but they can only ever own one mobile phone. You also assume that
the number of potential phone owners is infinite and every individual will live forever.
Finally, you assume that only one individual can buy a phone at any instant, and that the
average length of time mi minutes before the next person buys one depends on the
current number of mobile phone owners i , but not the time t .
(i) Write down the generator matrix (transition rate matrix) for this process. [1]
(ii) Write down the integral form of the Kolmogorov forward equations for P t ij ( ),
where P t ij ( ) denotes the probability that there will be j mobile phone owners
by time s t + , given that there were i at time s. [3]
(iii) Obtain an expression for the probability that exactly one mobile phone will be
sold in the next minute if there are currently i people with mobile phones. [2]
(iv) After fitting the model to recent data it looks like ( ) 0.9999991705 i
m
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