# Thursday, October 18, 2001 Page: 1 STAT 305. Solutions

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1 Thursday, October 18, 2001 Page: 1 1. Page 226 numbers 2 3. STAT 305 Solutions S has eight states Notice that the first two letters in state n +1 must match the last two letters in state n because they refer to the same days. For the states in the order above: 2. Page 226 number 5. Notice that is the same as that any time Y k =0 we must have Y k +1 =1. Notice also that if two consective Y s are equal to 1 then both corresponding X values must be 1, not 2. Compute If Y were a Markov chain these two probabilities would have had to be equal so Y is not a Markov Chain. I saw a lot of answers that said P (Y 2 =1 Y 1 =1) depends on X 1. This is not true. If A B define events then P (A B ) never ``depends'' on some other event. However, in this problem P (Y 2 =1 Y 1 =1) does depend on the initial distribution of the X n chain. 3. Page 228 number 14.

2 Thursday, October 18, 2001 Page: 2 If X n is the coin you flip on the n th toss (labelling the first toss with 0) then this is a two state Markov chain with Setting gives which gives or. Coin 1 is used 5/9 of the time. Compute take out the 1,1 element to get 1111/2500= I also accepted, though I think the English is fairly clear, use of to get 11111/25000 which is approximately Page 152 number 45. We are told Thus: Now Thus

3 Thursday, October 18, 2001 Page: 3 Now starting from X 0 =x 0 we know so 5. Page 152 number 43. First Also Now the tricky bit. Remember that is a function of Y that for any function A (Y ). Then so Then Add these together to get 6. Page 156 number 65. The probability that player 1 wins the tournament is just the probability s/he wins n consecutive games. S/he has probability p of winning a given game so the probability of winning n consecutive is p n. There are two ways for player 2 to win the tournament. One way is for player 1 to be knocked out before the round where 1 2 would meet. Given that this happens player 2 must win n games all against opponents numbered more than 2. Thus the conditional probability that 2 wins the tournament given s/he never has to play 1 is p n. The other way for 2 to win is to beat play 1 when they meet win n -1 other games against opponents numbered more than 2. Given that player 1 survives to the round where 1 2 are to play the probability that 2

4 Thursday, October 18, 2001 Page: 4 wins is thus p n -1 (1-p ). In round 1 there are 2 n -1 possible opponents for player 1. There is 1 chance in 2 n -1 that player 2 is the chosen opponent so the chance that players 1 2 are scheduled to meet in round 1 is 1/(2 n -1). Player 2 is scheduled to meet player 1 in round 2 if player 2 is assigned to either of the slots in the pair whose winner plays the winner of player 1s first round pair. Thus the probability they are scheduled to meet in round 2 is 2/(2 n -1). In general the probability they are scheduled to meet in round k is 2 k -1 /(2 n -1). Given that they are scheduled to meet in round k the chance that player 1 survives to that round is p k -1. This gives a total probability of This simplifies to p n + p (n -1) (1-(2p ) n )/(2 n -1) (If p >1/2 the second term is actually negative.) 7. Page 150 number 31. Condition on Z the number of sixes on the first roll. Then But where m 0 =0 by convention. Now Z has a Binomial(n,1/6) distribution so For n =1 N has a Geometric(1/6) distribution so m 1 =6. Then giving Next which makes Similarly

5 Thursday, October 18, 2001 Page: 5 In part b let Y i be the number of throws made using die number i. Then Y i is geometric, so the desired expectation is 6n. 8. Page 227 number 10. For there is only the class which is recurrent. For there is only the class which is recurrent. For the classes are,. The first last are recurrent; is transient. For the classes are,,. Classes are recurrent; the other two are transient. 9. Page 228 number 18. The Markov Chain X n is the remainder after Y n is divided by 13. The transition matrix is This matrix has columns which add to 1 so according to number 16 the stationary transition probabilities are all 1/13 which is the desired

6 Thursday, October 18, 2001 Page: 6 answer. 10. Page 228 number 19. The state space for this chain is where SF means, for instance that the current trial was a failure the one previous a success. Labelling the states in this order The equations become From the first equation Substitute in the second equation to get Use this in the third equation to get All these in the final equation give so that the solution is Whenever the chain is in state SS or FS the current trial is a success. This happens of the time.

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