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1. A coin having probability p of coming up heads is continually ?ipped. Let Pj(n) denote the probability that a run of j successive heads occurs within the ?rst n ?ips.
(a) Argue that Pj(n) = Pj(n - 1) + pj(1 - p)[1 - Pj(n - j - 1)]
(b) By conditioning on the ?rst non-head to appear, derive another equation relating Pj (n) to the quantities Pj(n - k), k = 1, ... , j.
2. A and B roll a pair of dice in turn, with A rolling ?rst. A's objective is to obtain a sum of 6, and B's is to obtain a sum of 7. The game ends when either player reaches his or her objective, and that player is declared the winner.
a. Find the probability that A is the winner.
b. Find the expected number of rolls of the dice.
c. Find the variance of the number of rolls of the dice.
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Show that it is an unbiased estimator of the variance of X1 but that its variance is larger than that of s2, at least when the i.i.d. Xi have a normal distribution. Hint: If X has a standard normal N (0, 1) distribution, then EX 3 = 0 and EX 4 = 3..
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Let {Xn : n >=1} be a sequence of positive independent random variables with E(Xn) = c 2 (0; 1) for each n. Let Yn = X1X2...Xn, the product of the Xi's. Use Markov's inequality to prove that Yn ~ 0 in probability.
What is the age distribution of adult shoplifters (21 years of age or older) in supermarkets? The following is based on information taken from the National Retail Federation.
a professor finds that the average sat score among all students attending his college is 1150plusmn150 ?plusmn?. he
A probability distribution for the claim sizes for an auto insurance policy is given in the table below
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