Math Problem Statement
About 50% of babies born with a certain ailment recover fully. A hospital is caring for seven babies born with this ailment. The random variable represents the number of babies that recover fully. Decide whether the experiment is a binomial experiment. If it is, identify a success, specify the values of n, p, and q, and list the possible values of the random variable x.
Solution
To determine whether this is a binomial experiment, we need to check if it meets the following criteria:
- Fixed number of trials (n): The experiment involves a fixed number of babies, which is 7 in this case.
- Two possible outcomes per trial: Each baby can either recover fully (success) or not (failure).
- Constant probability of success (p): The probability of a baby recovering fully is 50% (or 0.5) for each baby.
- Independence of trials: The recovery of each baby is assumed to be independent of the others.
Given that all these conditions are satisfied, this is indeed a binomial experiment.
Identification of Components:
- Success: A baby recovering fully from the ailment.
- Number of trials (n):
- Probability of success (p):
- Probability of failure (q):
Possible Values of the Random Variable :
The random variable represents the number of babies that recover fully. Since there are 7 babies, can take any integer value from 0 to 7. Thus, the possible values of are:
Would you like to go into more detail or have any other questions?
5 Related Questions:
- How do you calculate the mean and standard deviation of a binomial distribution?
- What is the binomial probability formula, and how can it be applied to this scenario?
- Can you calculate the probability that exactly 5 out of the 7 babies recover?
- What is the cumulative probability of at least 3 babies recovering fully?
- How would the binomial experiment change if the probability of recovery were not constant?
Tip: In a binomial experiment, the sum of the probabilities of all possible outcomes always equals 1. This can be a helpful check when calculating probabilities.
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Math Problem Analysis
Mathematical Concepts
Probability Theory
Binomial Distribution
Formulas
Binomial Probability Formula
Theorems
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Suitable Grade Level
Grades 9-12
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