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21 July, 15:28

A Game of Thrones fan predicts there is a 70% chance that her favorite character will survive the next season and a 75% chance that her second favorite character will die. There is also a 16% chance that both characters will die. What's the probability that the second character will die given that the first character dies? What kind of probability is this called?

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  1. 21 July, 15:52
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    The probability that the second favorite character will die given that the first favorite character dies is 0.53

    This kind of probability is called conditional probability

    Explanation:

    Name the events and their probabiities:

    Event A: her favorite character will survive, so P (A) = 0.70

    Event B: her her second favorite character will die, so P (B) = 0.75

    Both characters will die ⇒ P (B and not A) = 0.16

    You want to find P (B | not A).

    That is the probability of the succes B (the second favorite character will die) given other event (not A or the first favorite character dies) is certain (it happens) and that is called conditional probability.

    P (not A) is the complement probability of A, so P (not A) = 1 - P (A) = 1 - 0.7 = 0.3

    So, you have P (B), P (not A) and want to find P (B | not A)

    The definition of conditional probability is:

    P (X | Y) = P (X and Y) / P (Y)

    So, replacing with our terms, we get:

    P (B | not A) = P (B and not A) / P (not A) = 0.16 / 0.3 ≈ 0.53
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