Math Problem Statement
The accompanying table describes results from groups of 10 births from 10 different sets of parents. The random variable x represents the number of girls among 10 children. Use the range rule of thumb to determine whether 1 girl in 10 births is a significantly low number of girls.
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Part 1
Use the range rule of thumb to identify a range of values that are not significant.
The maximum value in this range is
enter your response here
girls.
(Round to one decimal place as needed.)
Solution
To determine whether 1 girl in 10 births is a significantly low number, we will apply the "range rule of thumb." According to this rule, values are considered significantly low or high if they fall more than 2 standard deviations from the mean.
Steps:
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Calculate the mean (expected value): The mean, , of a probability distribution is calculated using: where is the number of girls and is the probability associated with .
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Calculate the standard deviation: The standard deviation, , is given by:
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Determine the range of non-significant values: Using the range rule of thumb:
Let's start by calculating the mean and standard deviation from the table data.
Step 1: Mean Calculation
We calculate using the following formula:
Step 2: Standard Deviation Calculation
Next, we'll calculate the variance: And then, take the square root to get .
I'll now proceed with these calculations to get the mean, standard deviation, and the range of values that are not considered significant.
Let me calculate that for you.### Results:
- Mean (Expected value): (rounded to two decimal places)
- Standard deviation: (rounded to two decimal places)
- Range of non-significant values:
Conclusion:
According to the range rule of thumb, the number of girls that would not be considered significant lies between approximately 1.57 and 8.54. Since 1 girl falls below the lower bound of 1.57, it can be considered significantly low.
Would you like more details on any of these steps or any clarifications?
Related Questions:
- How is the range rule of thumb applied in other distributions?
- What does a significantly high number of girls in 10 births look like?
- How do mean and standard deviation affect the significance of a value?
- What other methods can be used to determine significant deviations in probability?
- How does the binomial distribution relate to this problem?
Tip: Always double-check that the sum of probabilities adds up to 1 in a probability distribution to ensure accuracy!
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Math Problem Analysis
Mathematical Concepts
Probability distribution
Range rule of thumb
Mean (expected value)
Standard deviation
Formulas
Mean (\mu) = \sum(x \times P(x))
Standard deviation (\sigma) = \sqrt{\sum((x - \mu)^2 \times P(x))}
Range of non-significant values: Lower bound = \mu - 2\sigma, Upper bound = \mu + 2\sigma
Theorems
Range rule of thumb
Suitable Grade Level
High School (Grades 10-12)
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