value of P(An B), the probability that both A and B occur. (a) Prove the upper bound P(An B) < 0.4. (b) Prove that this upper bound can be achieved, by giving an example of a sample space N, a probability measure P and events A, BC N such that P(A) = 0.8 and P(B) = 0.4, with equality P(AN B) = 0.4 in the upper bound. (c) Give a lower bound for P(An B) – that is, prove that P(AN B) > something – and show that this lower bound can be achieved. (Try to work out the correct bound, even if you can't formally prove it.)

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C1. Let A and B be two events with P(A) = 0.8 and P(B) = 0.4. The following questions concern the
value of P(An B), the probability that both A and B occur.
(a) Prove the upper bound P(AN B) < 0.4.
(b) Prove that this upper bound can be achieved, by giving an example of a sample space N, a
probability measure P and events A, B CN such that P(A) = 0.8 and P(B) = 0.4, with equality
P(ANB) = 0.4 in the upper bound.
(c) Give a lower bound for P(An B) – that is, prove that P(A n B) > something – and show that
this lower bound can be achieved. (Try to work out the correct bound, even if you can't formally
prove it.)
C2. A “random digit" is a number chosen at random from {0, 1, ..., 9}, each with equal probability. A
statistician choses n random digits.
(a) For k = 0, 1, ... , 9, let Ak be the event that all the digits are k or smaller. What is the probability
of Ar, as a function of k and n?
(b) Let Br be the event that the largest digit chosen is equal to k. What is the probability of B;?
Justify your answer carefully.
Transcribed Image Text:C1. Let A and B be two events with P(A) = 0.8 and P(B) = 0.4. The following questions concern the value of P(An B), the probability that both A and B occur. (a) Prove the upper bound P(AN B) < 0.4. (b) Prove that this upper bound can be achieved, by giving an example of a sample space N, a probability measure P and events A, B CN such that P(A) = 0.8 and P(B) = 0.4, with equality P(ANB) = 0.4 in the upper bound. (c) Give a lower bound for P(An B) – that is, prove that P(A n B) > something – and show that this lower bound can be achieved. (Try to work out the correct bound, even if you can't formally prove it.) C2. A “random digit" is a number chosen at random from {0, 1, ..., 9}, each with equal probability. A statistician choses n random digits. (a) For k = 0, 1, ... , 9, let Ak be the event that all the digits are k or smaller. What is the probability of Ar, as a function of k and n? (b) Let Br be the event that the largest digit chosen is equal to k. What is the probability of B;? Justify your answer carefully.
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