Math Problem Statement
Solution
Let's go through the steps for solving the remaining parts of this binomial distribution problem.
Given:
- Number of trials,
- Probability of success,
- The mean, (which is correct)
1. Standard Deviation ():
The formula for the standard deviation of a binomial distribution is:
Substituting the given values:
So, the standard deviation is approximately 13.22.
2. Range Rule of Thumb (Minimum and Maximum Usual Values):
Using the range rule of thumb, the minimum and maximum usual values are calculated as:
- Minimum usual value:
- Maximum usual value:
Substitute and :
- Minimum usual value:
- Maximum usual value:
Thus, the interval for usual values is .
Final Answers:
- Standard deviation ():
- Usual values interval:
Would you like any further details or clarifications?
Here are 5 related questions to deepen your understanding:
- How does the probability of success () affect the mean and standard deviation of a binomial distribution?
- What happens to the range of usual values if the standard deviation increases?
- Can you explain why the formula for standard deviation includes both and ?
- How would the binomial distribution change if the number of trials were halved?
- How would you use this binomial distribution to calculate the probability of exactly 250 successes?
Tip: Always verify that the probability and number of trials are within reasonable bounds for a binomial distribution—extreme values might require alternative statistical approaches.
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Math Problem Analysis
Mathematical Concepts
Statistics
Binomial Distribution
Standard Deviation
Range Rule of Thumb
Formulas
Mean (μ) = n * p
Standard Deviation (σ) = sqrt(n * p * (1 - p))
Range Rule of Thumb: Minimum = μ - 2σ, Maximum = μ + 2σ
Theorems
Binomial Distribution Formula
Suitable Grade Level
Grades 9-12
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