A startup either fails or becomes successful. It is estimated that 70% of startups fail within the first three years. If you and four friends each try a startup, what is the chance that the majority (3 people, 4 people or 5 people, out of 5) will be successful in 3 years time? Choose the closest answer. Group of answer choices0.7 x 0.7 x 0.72 x 0.3+ 3 x 0.70.1630.17
Question
A startup either fails or becomes successful. It is estimated that 70% of startups fail within the first three years. If you and four friends each try a startup, what is the chance that the majority (3 people, 4 people or 5 people, out of 5) will be successful in 3 years time? Choose the closest answer. Group of answer choices0.7 x 0.7 x 0.72 x 0.3+ 3 x 0.70.1630.17
Solution
The question is asking for the probability that the majority of the startups (3, 4, or 5 out of 5) will be successful. The probability of a startup being successful is 1 - 0.7 = 0.3 (since 70% fail).
We can calculate this using the binomial probability formula, which is:
P(X=k) = C(n, k) * (p^k) * ((1-p)^(n-k))
where:
- P(X=k) is the probability of k successes in n trials
- C(n, k) is the number of combinations of n items taken k at a time
- p is the probability of success on a single trial
- n is the number of trials
- k is the number of successes
We need to calculate this for k=3, 4, and 5, and then add those probabilities together.
-
For k=3: P(X=3) = C(5, 3) * (0.3^3) * ((1-0.3)^(5-3))
-
For k=4: P(X=4) = C(5, 4) * (0.3^4) * ((1-0.3)^(5-4))
-
For k=5: P(X=5) = C(5, 5) * (0.3^5) * ((1-0.3)^(5-5))
Adding these together gives the total probability that 3, 4, or 5 startups are successful.
The closest answer choice to this calculated probability would be the correct answer.
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