Math Problem Statement

Assume that hybridization experiments are conducted with peas having the property that for offspring, there is a 0.25 probability that a pea has green pods. Assume that the offspring peas are randomly selected in groups of 28. Find the mean and the standard deviation for the numbers of peas with green pods in the groups of 28.

Solution

Let's solve this problem step by step.

Given:

  • Each offspring pea has 0.25 probability of having a green pod.
  • The total sample size is 28 (group size = 28).
  • We're asked to find the mean (μ) and standard deviation (σ) for the number of peas with green pods.

Step 1: Calculate the Mean (μ)

This is a binomial distribution problem. For a binomial distribution: μ=np\mu = n \cdot p where:

  • n=28n = 28 (number of trials)
  • p=0.25p = 0.25 (probability of success)

Now: μ=280.25=7\mu = 28 \cdot 0.25 = 7

So, the mean is μ=7\mu = 7 peas.


Step 2: Calculate the Standard Deviation (σ)

The formula for the standard deviation (σ) of a binomial distribution is: σ=np(1p)\sigma = \sqrt{n \cdot p \cdot (1 - p)}

Substitute:

  • n=28n = 28
  • p=0.25p = 0.25
  • 1p=0.751 - p = 0.75

σ=280.250.75=5.252.29\sigma = \sqrt{28 \cdot 0.25 \cdot 0.75} = \sqrt{5.25} \approx 2.29


Final Answers:

  • Mean (μ) = 7 peas
  • Standard Deviation (σ) ≈ 2.29 peas

Would you like further explanation on any part?


5 Related Questions:

  1. What is the probability of exactly 10 peas having green pods?
  2. How does the binomial distribution behave when the probability pp changes?
  3. What happens to the mean if the group size increases to 50?
  4. How is a normal approximation used for binomial distributions?
  5. How can confidence intervals be applied to these results?

Tip:

When dealing with binomial problems, always check if np(1p)10np(1 - p) \geq 10 to see if a normal approximation can be applied!

Ask a new question for Free

By Image

Drop file here or Click Here to upload

Math Problem Analysis

Mathematical Concepts

Probability
Binomial Distribution

Formulas

Mean (μ) = n * p
Standard Deviation (σ) = sqrt(n * p * (1 - p))

Theorems

Binomial Distribution

Suitable Grade Level

Grades 10-12