Question

In: Statistics and Probability

Q4. Prove or disprove that τ is a stopping time (with respect to the Markov chain...

Q4. Prove or disprove that τ is a stopping time (with respect to the Markov chain {Xn|n ≥ 0} iff {τ > n} ∈ σ(X0, · · · , Xn), ∀ n ≥ 0 Q5. Prove or disprove that τ is a stopping time (with respect to the Markov chain {Xn|n ≥ 0}) iff {τ ≥ n} ∈ σ(X0, · · · , Xn), ∀ n ≥ 0 Q6. Let {Xn|n ≥ 0} be a Markov chain and A ⊂ S = {1, 2, · · · } such that A 6= S, 1 ∈ A. Define (i) τ1 = min{n ≥ 0|Xn+1 ∈ A}, . (ii) τ2 = min{n ≥ τ1|Xn = 1} Are τ1, τ2 stopping times? Justify your answer. Q7. Let τ be a stopping time with respect to a Markov chain {Xn : n ≥ 0}. For i0, i1, i2, i3 ∈ S, show that {X0 = i0, X1 = i1, X2 = i2, X3 = i3, τ = 3} = {X0 = i0, X1 = i1, X2 = i2, X3 = i3} or ∅. Q8. Let τ1, τ2 be stopping times with respect to a Markov chain. Show that τ1 ∧ τ2 is a stopping time. Here ∧ denote min. Q9. Let τ be a stopping time with respect to a Markov chain. Is τ + 1 a stopping time? 1

Solutions

Expert Solution


Related Solutions

Prove that for a Markov chain on a finite state space, no states are null recurrent.
Prove that for a Markov chain on a finite state space, no states are null recurrent.
For an irreducible Markov chain, either all states are positive recurrent or none are. Prove.
For an irreducible Markov chain, either all states are positive recurrent or none are. Prove.
A (time-homogeneous) Markov chain built on states A and B is depicted in the diagram below....
A (time-homogeneous) Markov chain built on states A and B is depicted in the diagram below. What is the probability that a process beginning on A will be on B after 2 moves? consider the Markov chain shown in Figure 11.14. Figure 11.14- A state transition diagram. Is this chain irreducible? Is this chain aperiodic? Find the stationary distribution for this chain. Is the stationary distribution a limiting distribution for the chain?
Prove or disprove if B is a proper subset of A and there is a bijection...
Prove or disprove if B is a proper subset of A and there is a bijection from A to B then A is infinite
Prove or disprove that the union of two subspaces is a subspace. If it is not...
Prove or disprove that the union of two subspaces is a subspace. If it is not true, what is the smallest subspace containing the union of the two subspaces.
Expected number of time intervals until the Markov Chain below is in state 2 again after...
Expected number of time intervals until the Markov Chain below is in state 2 again after starting in state 2? Matrix: [.4,.2,.4] [.6,0,.4] [.2,.5,.3]
Prove or disprove the statements: (a) If x is a real number such that |x +...
Prove or disprove the statements: (a) If x is a real number such that |x + 2| + |x| ≤ 1, then x 2 + 2x − 1 ≤ 2. (b) If x is a real number such that |x + 2| + |x| ≤ 2, then x 2 + 2x − 1 ≤ 2. (c) If x is a real number such that |x + 2| + |x| ≤ 3, then x 2 + 2x − 1 ≤ 2....
prove or disprove: every coset of xH is a subgroup of G
prove or disprove: every coset of xH is a subgroup of G
Topology Prove or disprove ( with a counterexample) (a) The continuous image of a Hausdorff space...
Topology Prove or disprove ( with a counterexample) (a) The continuous image of a Hausdorff space is Hausdorff. (b)  The continuous image of a connected space is connected.
Prove or disprove: (a) If G is a graph of order n and size m with...
Prove or disprove: (a) If G is a graph of order n and size m with three cycles, then m ≥ n + 2. (b) There exist exactly two regular trees.
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT