Math Problem Statement
A poll of 20 adults is taken in a large city. The purpose is to determine whether they support banning smoking in restaurants. It is known that approximately 60% of the population supports the decision. Let x represent the number of respiondents in favor of the decision. What is the probability that 5 respondents support the decision?
Solution
To find the probability that exactly 5 respondents out of 20 support the decision, we can use the binomial probability formula. The binomial probability formula is:
where
- is the total number of trials (in this case, 20),
- is the number of successful trials (in this case, 5),
- is the probability of success on a single trial (in this case, 0.6),
- is the probability of failure on a single trial,
- and is the binomial coefficient, calculated as .
Substitute the given values into the formula:
First, calculate the binomial coefficient:
Now calculate and :
Combine these calculations for the probability:
So, the probability that exactly 5 respondents support the decision is approximately 0.000428, or 0.0428%.
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Math Problem Analysis
Mathematical Concepts
Probability
Binomial Distribution
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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