Math Problem Statement
Find the standard deviation for the data set. $68, $43, $37, $31, $39
Solution
To find the standard deviation of a data set, we follow these steps:
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Find the mean (average):
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Find the squared differences from the mean for each data point:
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Find the average of these squared differences (variance):
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Take the square root of the variance to get the standard deviation:
Thus, the standard deviation is approximately $12.8.
Would you like a detailed explanation of any of the steps? Here are five related questions for further exploration:
- What is the difference between population standard deviation and sample standard deviation?
- How is variance related to standard deviation?
- Can standard deviation be negative?
- How do outliers affect standard deviation?
- How would the standard deviation change if we added or removed a data point?
Tip: Standard deviation provides insight into the spread of data. The larger the value, the more spread out the data is from the mean.
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Math Problem Analysis
Mathematical Concepts
Statistics
Standard Deviation
Variance
Mean
Formulas
Mean: Mean = (Σx) / N
Variance: Variance = Σ(x - Mean)^2 / N
Standard Deviation: Standard Deviation = √Variance
Theorems
Standard Deviation Theorem
Variance Theorem
Suitable Grade Level
Grades 8-10
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