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 (μ\mu) of a binomial distribution, we use the following formula:

μ=np\mu = n \cdot p

Where:

  • nn is the number of trials (the number of adults selected).
  • pp 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 pp, I'll show you the general approach. You would plug in the value of pp 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 p=0.60p = 0.60, and you would substitute n=5n = 5 (since 5 adults were selected) into the formula.

Let's compute the mean using that example:

μ=50.60=3\mu = 5 \cdot 0.60 = 3

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 pp, 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:

  1. What value of pp (the probability) should be used for the calculation?
  2. Would you like a detailed explanation of variance and standard deviation formulas?
  3. Do you need help understanding how binomial distribution applies to other contexts?
  4. Would you like to explore how changing nn affects the distribution?
  5. 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