Question: I need help with this problem for statistics 4. (10 points) Two dogs - Lisa and Cooper - share a population of N E N

I need help with this problem for statistics

I need help with this problem for statistics 4. (10 points) Two

4. (10 points) Two dogs - Lisa and Cooper - share a population of N E N fleas. Fleas jump from one dog to another independently at rate A per minute. Let Xt denote the number of fleas on Lisa at time t (measured in minutes). We assume that (Xt)tzo is a birth-and-death process. Suppose there are re {0, 1,. .., N} fleas on Lisa at time t = 0. (a) Compute the expected number me(t) of fleas on Lisa at time t > 0, i.e., find mr(t) = E[Xt | Xo = x]. Hint: Use Kolmogorov's forward equation to show that the function mr(t) satisfies the linear ODE m'?(t) = -2\\m,(t) + NX with my(0) = x. Then, recall that the solution to a linear ODE of the form f'(x) = a . f(x) +b, f(0) = c with constants a, b, ce R is given by f ( x ) = ( c + 6 ) . ear - b . (b) Compute limt . E[Xt | Xo = x], i.e., the expected number of fleas on Lisa in the long-run

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