Exam 12: Markov Process Models

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Every Markov process has at least one absorbing state.

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The Department of Motor Vehicles (DMV) has 4 stations for driver's license renewal:- fee payment - eyesight test - driving record check - picture taking. An applicant may start at any station and go from any station to any other station.Generally, an applicant will go to the unvisited station with the shortest line.If we model the stations as "states," can we use a Markov chain to model the DMV renewal process?

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All Markov processes eventually converge to a steady-state.

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A stage in a Markov process always corresponds to a fixed time period.

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Regarding a transition matrix which possesses an absorbing state:

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What is the fundamental matrix for a Markov process with absorbing states?

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In a Markov process, what determines the duration of a stage?

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Every week a charter plane brings a group of high-stakes gamblers into Las Begas.Half the group stays and begins gambling at Hot Slots near the Strip, and the other half is housed and begins gambling at Better Bandits, some distance away.(Both hotel/casinos are owned by the same corporation.)Once an hour, dedicated shuttle buses will transport to the other casino any of the group members who wish to try their luck at the other casino.The transition probabilities are as follows: Next Hour Hot Slots Better Bandits This Hot Slots .8 .2 Hour Better Bandits .3 .7 A.After three hours, what proportion of these gamblers are in the Hot Slots Casino? B.What is the long run average percentage of these gamblers who will be at Hot Slots Casino?

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Steady-state probabilities are independent of the initial state if:

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