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Bunuel
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The solution relies on the law of total probability.

we are given
P(M | not B) = 1/4
P(R | not B) = 1/3
P(not B) = 6/7

The answer says

P(M) = P(M | not B) * P(not B) = 1/4 * 6/7 = 3/14
P(R) = P(R | not B) * P(not B) = 1/3 * 6/7 = 4/14
P(M) + P(R) = 7/14

Now why does P(M) = P(M | not B) * P(not B)? This is because the law of total probability says:

P(M) = P(M | not B) * P(not B) + P(M | B) * P(B)

In this case, P(M | B) * P(B) = 0 because there cannot be a case where M wins in even that B wins. So this becomes

P(M) = P(M | not B) * P(not B).
Bunuel
If Ben does not win the championship, the probability of Mike winning is \(\frac{1}{4}\), while the probability of Rob winning is \(\frac{1}{3}\). Given that the probability of Ben winning is \(\frac{1}{7}\), what is the probability of either Mike or Rob winning the championship, assuming that only one individual can win?

A. \(\frac{1}{12}\)
B. \(\frac{1}{7}\)
C. \(\frac{1}{2}\)
D. \(\frac{7}{12}\)
E. \(\frac{6}{7}\)
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Bunuel will it be possible for you to add more questions on the conditional probability to master this concept?
Bunuel
Official Solution:

If Ben does not win the championship, the probability of Mike winning is \(\frac{1}{4}\), while the probability of Rob winning is \(\frac{1}{3}\). Given that the probability of Ben winning is \(\frac{1}{7}\), what is the probability of either Mike or Rob winning the championship, assuming that only one individual can win?

A. \(\frac{1}{12}\)
B. \(\frac{1}{7}\)
C. \(\frac{1}{2}\)
D. \(\frac{7}{12}\)
E. \(\frac{6}{7}\)


This problem involves the concept of conditional probability. It is important to understand that the direct probabilities of Mike and Rob winning the championship are not provided. Instead, we are given the probabilities of Mike and Rob winning the championship, only under the condition that Ben does not win. This means that the probabilities of Mike and Rob winning (\(\frac{1}{4}\) and \(\frac{1}{3}\), respectively) are relevant only if we consider the scenario where Ben does not win the championship.

The probability of Ben losing is \(1 - \frac{1}{7} = \frac{6}{7}\). Out of these \(\frac{6}{7}\) cases, the probability of Mike winning is \(\frac{1}{4}\) and the probability of Rob winning is \(\frac{1}{3}\). So the probability of either Mike or Rob winning the championship is \(P = \frac{6}{7}(\frac{1}{4} + \frac{1}{3}) = \frac{1}{2}\).

Alternatively, consider the following:

Take 84 championship cases (84 is chosen as it is the least common multiple of 3, 4, and 7).

Out of these 84 cases, Ben will lose in \(\frac{6}{7} *84 = 72\). When Ben loses, Mike would win in \(72*\frac{1}{4} = 18\) cases (which is one-fourth of the cases when Ben loses), and Rob would win in \(72*\frac{1}{3} = 24\) cases. Therefore, the probability of either Mike or Rob winning the championship is given by \(P = \frac{18 + 24}{84} = \frac{1}{2}\).


Answer: C
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Bunuel

I struggle with probability. Can you please share some resources that will help me solve such questions?
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I like the solution - it’s helpful.
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I like the solution - it’s helpful.
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I like the solution - it’s helpful. I really liked alternative way to solve
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Hi KarishmaB Bunuel how do we know here that we are not asked direct probabilities of Mike or Ross winning but conditional probabilities as the ques stem ''what is the probability of either Mike or Rob winning the championship, assuming that only one individual can win?'' isnt pretty clear and from this part of the ques, it seems that they are asking us to find direct probabilities of Mike & Ross from the conditional probabilities that they have given.
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Hi KarishmaB Bunuel how do we know here that we are not asked direct probabilities of Mike or Ross winning but conditional probabilities as the ques stem ''what is the probability of either Mike or Rob winning the championship, assuming that only one individual can win?'' isnt pretty clear and from this part of the ques, it seems that they are asking us to find direct probabilities of Mike & Ross from the conditional probabilities that they have given.
The stem itself says: “If Ben does not win the championship, the probability of Mike winning is 1/4, while the probability of Rob winning is 1/3.

That wording makes it clear these are conditional probabilities (only valid when Ben doesn’t win), not direct probabilities. If they were direct, the stem would simply say “The probability of Mike winning is 1/4” without mentioning Ben.
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I like the solution - it’s helpful.
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Bunuel Why can't it be
Prob of either M or R winning = Prob of (losing B x winning M x Losing R) + Prob of (losing B x losing M x winning R) ?
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Bunuel Why can't it be
Prob of either M or R winning = Prob of (losing B x winning M x Losing R) + Prob of (losing B x losing M x winning R) ?
Because “only one can win” makes “M wins” automatically imply “R loses” (and vice versa), so multiplying by “R loses” is redundant.
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