Math Problem Statement
Question content area top Part 1 Assume that when human resource managers are randomly selected, 57% say job applicants should follow up within two weeks. If 6 human resource managers are randomly selected, find the probability that at least 2 of them say job applicants should follow up within two weeks. Question content area bottom Part 1 The probability is enter your response here. (Round to four decimal places as needed.)
Solution
This problem can be solved using the binomial probability formula, which is used when there are only two outcomes: success or failure. In this case, success is defined as an HR manager saying that job applicants should follow up within two weeks, and failure is the opposite.
Step-by-Step Solution
Step 1: Define the parameters for the binomial distribution.
- The probability of success, (57%).
- The probability of failure, .
- The number of trials (HR managers), .
- The minimum number of successes (at least 2 managers say follow up), .
Step 2: Use the complement rule to find the probability.
It’s easier to calculate the probability of fewer than 2 successes, and then subtract from 1 to find the probability of at least 2 successes:
This means we need to find the probabilities for:
- 0 successes
- 1 success
Step 3: Use the binomial probability formula.
The binomial probability formula is:
Where:
- is the binomial coefficient (combinations),
- is the probability of success,
- is the probability of failure,
- is the number of trials,
- is the number of successes.
Now calculate for:
Step 4: Calculate probabilities.
Let's calculate and , then find .
I'll compute these probabilities now.The probability that at least 2 of the 6 randomly selected human resource managers say job applicants should follow up within two weeks is 0.9434.
Would you like further details or have any other questions?
Here are 5 related questions to explore:
- What is the probability that exactly 2 managers say follow up within two weeks?
- How would the result change if the probability of success were different, say 70%?
- What is the probability that none of the managers recommend following up?
- How is the binomial distribution different from a normal distribution?
- How can this method be applied to larger populations, like 100 HR managers?
Tip: The complement rule is often useful when it's easier to calculate the opposite scenario.
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Math Problem Analysis
Mathematical Concepts
Probability
Binomial Distribution
Complement Rule
Formulas
Binomial probability formula: P(X = k) = C(n, k) * p^k * (1 - p)^(n-k)
Complement rule: P(at least 2 successes) = 1 - P(0 or 1 success)
Theorems
Binomial Theorem
Suitable Grade Level
Grades 10-12
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