Math Problem Statement
Question content area top Part 1 Assume that hybridization experiments are conducted with peas having the property that for offspring, there is a 0.75 probability that a pea has green pods. Assume that the offspring peas are randomly selected in groups of 20. Complete parts (a) through (c) below. Question content area bottom Part 1 a. Find the mean and the standard deviation for the numbers of peas with green pods in the groups of 20.
Solution
The situation described in the problem involves a binomial distribution, where each pea has a probability of 0.75 of having green pods, and 20 peas are randomly selected (which corresponds to ).
a. Finding the mean and standard deviation:
For a binomial distribution, the mean () and standard deviation () are given by the following formulas:
- Mean:
- Standard Deviation:
Where:
- (the number of trials or peas),
- (the probability of a pea having green pods).
Now, let’s calculate the values.
Mean:
Standard deviation:
Summary:
- Mean: 15 peas
- Standard Deviation: Approximately 1.936 peas
Would you like a deeper explanation of binomial distributions? Here are some related questions for further exploration:
- How does changing the probability affect the mean and standard deviation?
- What would the distribution look like if we increased the group size to 50 peas?
- What happens to the standard deviation if the probability was closer to 0.5?
- Can we use the normal distribution to approximate this binomial distribution?
- How does this relate to real-world hybridization experiments?
Tip: For large , binomial distributions can often be approximated by a normal distribution, especially when is not too close to 0 or 1.
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Math Problem Analysis
Mathematical Concepts
Probability
Binomial Distribution
Statistics
Formulas
Mean: μ = n * p
Standard Deviation: σ = sqrt(n * p * (1 - p))
Theorems
Binomial Theorem
Suitable Grade Level
Grades 10-12
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