Math Problem Statement
percent of adults in a certain country believe that life on other planets is plausible. You randomly select five adults and ask them whether they believe that life on other planets is plausible. The random variable represents the number of adults who believe that life on other planets is plausible. Find the mean, variance, and standard deviation of the binomial distribution for the random variable. Interpret the results. Question content area bottom Part 1 Find the mean of the binomial distribution
Solution
To find the mean () of a binomial distribution, we use the following formula:
Where:
- is the number of trials (the number of adults selected).
- is the probability of success (the probability that an adult believes that life on other planets is plausible).
Since you haven't provided the value of , I'll show you the general approach. You would plug in the value of based on the percentage of adults who believe life on other planets is plausible.
For example, if 60% of adults believe life on other planets is plausible, then , and you would substitute (since 5 adults were selected) into the formula.
Let's compute the mean using that example:
This means that, on average, 3 out of the 5 selected adults would believe that life on other planets is plausible.
If you have a different value for , you can substitute that into the formula. Would you like to provide the exact percentage, or shall I continue with this example?
Would you like the steps for variance and standard deviation next? Here are some follow-up questions:
- What value of (the probability) should be used for the calculation?
- Would you like a detailed explanation of variance and standard deviation formulas?
- Do you need help understanding how binomial distribution applies to other contexts?
- Would you like to explore how changing affects the distribution?
- Should we explore other methods for analyzing this type of probability problem?
Tip: The standard deviation of a binomial distribution provides a measure of how spread out the possible outcomes are, relative to the mean.
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Math Problem Analysis
Mathematical Concepts
Probability
Binomial Distribution
Statistics
Formulas
Mean (μ) = n * p
Variance (σ²) = n * p * (1 - p)
Standard Deviation (σ) = √(n * p * (1 - p))
Theorems
Binomial Distribution Theorem
Suitable Grade Level
Grades 10-12
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