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20 April, 09:16

Assume that the last two digits on a car number plate are equally likely to be any of the one hundred outcomes {00, 01, 02, ... 98, 99}.

1. Peter bets Paul, at even money, that at least 2 of the next n cars seen will have the same last two digits. Does n=16 favour Peter or Paul?

2. What value of n would make this a pretty fair bet?

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  1. 20 April, 12:34
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    1) Probability that Peter wins = PeW = 48.53%, while the probability that Paul wins = PaW = 1-PeW = 51.47% (Peter si favoured)

    2) The bet will be pretty fair at n=16 or 17

    Step-by-step explanation:

    Since each car number plate is independent of the others, then the random variable X=number of cars that have the same last two digits follows a binomial distribution. Thus the probability distribution is

    P (X) = n! / ((n-x) !*x!) * p^n * (1-p) ^ (n-x)

    where

    p = probability that a car has the same last 2 digits = {00, 11, ...,99}/{00, 01, 02, ... 98, 99} = 10/100 = 1/10

    n = number of cars = 16

    Then the probability that Peter wins PeW is:

    PeW=P (X≥2) = 1 - P (X<2) = 1 - F (X=2) = 1 - 0.5147 = 0.4853 = 48.53%

    therefore

    Probability that Peter wins = PeW = 48.53%

    Probability that Paul wins = PaW = 1-PeW = 51.47% (Peter si favoured)

    for n=17, PeW = 0.518, PaW = 0.482

    for n=15, PeW = 0.450, PaW = 0.548

    then the bet will be pretty fair at n=16 or 17
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