Math Problem Statement

The standard deviation of a binomial distribution for which n=50 and p=0.15 is:

Solution

To solve this problem, we need to use the formula for the standard deviation (σ\sigma) of a binomial distribution:

σ=np(1p)\sigma = \sqrt{n \cdot p \cdot (1 - p)}

where:

  • nn is the number of trials (in this case, n=50n = 50)
  • pp is the probability of success (in this case, p=0.15p = 0.15)

Let's calculate it:

σ=500.15(10.15)=500.150.85\sigma = \sqrt{50 \cdot 0.15 \cdot (1 - 0.15)} = \sqrt{50 \cdot 0.15 \cdot 0.85}

σ=500.1275=6.3752.525\sigma = \sqrt{50 \cdot 0.1275} = \sqrt{6.375} \approx 2.525

So, the correct answer is B) 2.525.

Would you like more details or have any questions?

Here are 5 related questions to expand your understanding:

  1. How does the value of pp affect the standard deviation of a binomial distribution?
  2. What is the variance of a binomial distribution and how is it related to the standard deviation?
  3. How would the standard deviation change if nn was increased to 100 while keeping pp the same?
  4. What is the mean (μ\mu) of this binomial distribution, and how is it calculated?
  5. What happens to the shape of a binomial distribution as nn increases while pp remains fixed?

Tip: The standard deviation of a binomial distribution increases with a larger nn or when pp is closer to 0.5, reflecting greater variability in outcomes.

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Math Problem Analysis

Mathematical Concepts

Binomial Distribution
Statistics
Probability

Formulas

σ = sqrt(n * p * (1 - p))

Theorems

Binomial Distribution Standard Deviation

Suitable Grade Level

Grades 9-12