Math Problem Statement
A study reports that 59% of Americans support increased funding for public schools. If 4 Americans are chosen at random, what is the probability that:
Give all answers as decimals rounded to three places.
a) All 4 of them support increased funding for public schools?
b) None of the 4 support increased funding for public schools?
c) At least one of the 4 support increased funding for public schools?
Solution
To solve these problems, we'll use the binomial probability formula, which is given by:
where:
- is the number of trials,
- is the number of successful trials,
- is the probability of success on an individual trial,
- is the binomial coefficient.
Given:
- (probability that one American supports increased funding),
- (probability that one American does not support increased funding),
- .
Part (a)
Problem: All 4 of them support increased funding for public schools.
Solution: Here, .
Calculating :
Part (b)
Problem: None of the 4 support increased funding for public schools.
Solution: Here, .
Calculating :
Part (c)
Problem: At least one of the 4 supports increased funding for public schools.
Solution: The probability that at least one supports increased funding is the complement of the probability that none support increased funding.
Using the result from part (b):
So, the probabilities are:
- (a)
- (b)
- (c)
Would you like more details on any part of the solution, or do you have any other questions?
Here are 5 questions you might want to ask next:
- How do you calculate the mean and variance of a binomial distribution?
- What is the probability of exactly 2 out of 4 Americans supporting increased funding?
- How does the probability change if the sample size is increased to 10?
- What is the difference between binomial and normal distributions?
- How can we use a probability distribution table to solve binomial problems?
Tip: Understanding the complement rule () can simplify many probability problems.
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Math Problem Analysis
Mathematical Concepts
Probability
Binomial Distribution
Formulas
Binomial probability formula: P(X = k) = binom{n}{k} p^k (1-p)^(n-k)
Theorems
-
Suitable Grade Level
High School
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