Math Problem Statement
Solution
The problem you are working on is about calculating probabilities involving hypertension using binomial distribution.
Given:
- The probability (since 34% of adults have hypertension).
- Sample size .
Recap of Parts 1 and 2:
-
Part (a): The probability that exactly 4 people have hypertension is already solved as .
-
Part (b): The probability that more than 8 people have hypertension is also provided as .
Let's solve Part 3:
Part (c): We need to calculate the probability that fewer than 4 people in the sample have hypertension.
This can be computed using the binomial probability formula:
Where:
- (sample size),
- (probability of hypertension),
- is the number of people with hypertension,
- We are summing the probabilities for , , , and .
You can use a binomial calculator or software to find these cumulative probabilities directly.
Would you like a more detailed explanation of the binomial calculation, or should I help you compute the value?
Here are 5 related questions to consider:
- How would the probability change if the sample size increased?
- What is the expected number of people with hypertension in the sample?
- How can we compute the standard deviation for this binomial distribution?
- How would you calculate the probability for exactly 5 people having hypertension?
- What would happen to the probabilities if the percentage of adults with hypertension increased to 40%?
Tip: The sum of probabilities for all possible outcomes in a binomial distribution must equal 1.
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Math Problem Analysis
Mathematical Concepts
Probability
Binomial Distribution
Formulas
Binomial Probability Formula: P(X = k) = (n choose k) * p^k * (1-p)^(n-k)
Cumulative Probability for Fewer Than X: P(X < k) = Σ (P(X = i) for i = 0 to k-1)
Theorems
Binomial Theorem
Suitable Grade Level
Grades 10-12
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