Math Problem Statement

Twenty-one percent of people in a city eligible to donate blood actually do. You randomly select four eligible blood donors and ask them if they donate blood. Complete parts (a) through (d) below: (a) Find the mean of the binomial distribution. (b) Find the variance of the binomial distribution.

Solution

To solve this problem, let's go over each part of the question:

Given Data

  • Probability of a person donating blood (pp) = 0.21
  • Number of trials (nn) = 4

The problem involves finding the mean and variance of a binomial distribution, which we can calculate using the following formulas:

Part (a): Mean of the Binomial Distribution

The mean (μ\mu) of a binomial distribution is calculated using: μ=n×p\mu = n \times p Substituting the values: μ=4×0.21=0.84\mu = 4 \times 0.21 = 0.84 So, the mean μ\mu is 0.84.

Part (b): Variance of the Binomial Distribution

The variance (σ2\sigma^2) of a binomial distribution is calculated using: σ2=n×p×(1p)\sigma^2 = n \times p \times (1 - p) Substituting the values: σ2=4×0.21×(10.21)\sigma^2 = 4 \times 0.21 \times (1 - 0.21) σ2=4×0.21×0.79\sigma^2 = 4 \times 0.21 \times 0.79 σ2=0.6636\sigma^2 = 0.6636 Rounded to the nearest hundredth, the variance σ2\sigma^2 is 0.66.

Summary of Answers

  • Mean μ\mu = 0.84
  • Variance σ2\sigma^2 = 0.66

Would you like further details on the binomial distribution or have any questions?

Related Questions

  1. What is the standard deviation of this binomial distribution?
  2. How would the mean and variance change if you sampled 10 people instead of 4?
  3. Can you calculate the probability of exactly 2 people donating blood in this scenario?
  4. How does changing the probability pp affect the mean and variance?
  5. What is the probability that no one in the sample donates blood?

Tip

For any binomial distribution, remember that the mean and variance are directly influenced by both the number of trials and the probability of success.

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Math Problem Analysis

Mathematical Concepts

Binomial Distribution
Probability
Mean
Variance

Formulas

Mean of a binomial distribution: μ = n * p
Variance of a binomial distribution: σ² = n * p * (1 - p)

Theorems

Binomial Distribution Theorem

Suitable Grade Level

College / High School (Grades 11-12)