Math Problem Statement
Solution
This problem involves determining the probability that at least 6 of the 8 passengers show up, given that the probability of any one passenger showing up is 80%. We can solve this using the binomial distribution formula.
Step-by-Step Solution
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Identify the key parameters:
- : Number of passengers.
- : Probability that each passenger shows up.
- : Random variable representing the number of passengers that show up.
We need to find .
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Express : This is because we need the probability of 6, 7, or 8 passengers showing up.
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Use the Binomial Probability Formula: The binomial probability formula is: where represents the combination, i.e. the number of ways to choose successes out of trials, calculated as:
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Calculate each required probability:
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For :
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For :
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For :
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Add the probabilities:
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Round to two decimal places:
Final Answer
The probability that at least 6 of the 8 passengers show up is 0.80.
Would you like more details or have any questions?
Here are 5 related questions for further exploration:
- What is the probability that exactly 5 passengers show up?
- How would the probability change if the number of passengers was increased to 10?
- How can we use cumulative distribution tables to find ?
- What is the expected number of passengers that show up if 8 are booked?
- How does the variance of a binomial distribution change as increases?
Tip: When dealing with binomial probabilities, breaking down the problem into smaller calculations can make the solution more manageable.
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Math Problem Analysis
Mathematical Concepts
Binomial Distribution
Probability
Formulas
P(X = k) = C(n, k) * p^k * (1 - p)^(n - k)
C(n, k) = n! / [k!(n - k)!]
Theorems
Binomial Probability Theorem
Suitable Grade Level
Grades 10-12
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