Math Problem Statement
Find the sample standard deviation (round to 3 decimal places): 180.34, 172.72, 175.26, 190.5, 187.96, 175.26, 170.18, 185.42
Solution
To find the sample standard deviation, follow these steps:
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Find the mean: where is the sum of the data values, and is the number of data points.
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Calculate each deviation from the mean (i.e., ), then square the result.
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Find the sum of squared deviations.
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Divide by to account for the sample standard deviation (where is the number of data points).
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Take the square root of the result to find the standard deviation.
Let's compute it.
The data set is:
I'll now calculate.The sample standard deviation is approximately (rounded to three decimal places).
Would you like more details on this calculation, or do you have any other questions?
Here are 5 related questions to explore further:
- What is the difference between sample and population standard deviation?
- How do you calculate the variance from a data set?
- What is the significance of using for sample standard deviation?
- Can the standard deviation ever be negative?
- How does standard deviation relate to the normal distribution?
Tip: Always use the sample standard deviation formula for small data sets or when you have a sample, not the entire population.
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Math Problem Analysis
Mathematical Concepts
Statistics
Sample Standard Deviation
Formulas
Mean = (ΣX) / n
Sample Standard Deviation = sqrt(Σ(x_i - Mean)^2 / (n - 1))
Theorems
Sample Standard Deviation
Suitable Grade Level
Grades 10-12
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