Math Problem Statement
Solution
Let's go step by step to solve the questions based on the data provided in the image.
1. Finding the Range:
The range is calculated as the difference between the maximum and minimum values of the dataset.
- Maximum value = 11.5
- Minimum value = 9
2. Finding the Standard Deviation:
To find the standard deviation, we first calculate the mean (average) and then the variance.
- First, let's list all the values:
The number of data points .
- Calculate the mean (average):
- Find the variance and then the square root to get the standard deviation.
I'll calculate that next.
3. Five-number summary:
The five-number summary includes:
- Minimum: 9
- Q1 (First quartile): 9.5
- Median (Q2): 10
- Q3 (Third quartile): 10.625 (rounded)
- Maximum: 11.5
Let me calculate the standard deviation now.### Standard Deviation:
- The mean is approximately years.
- The variance is approximately .
- The standard deviation is approximately years (rounded to the nearest tenth).
Summary of Results:
- Range: 2.5 years
- Standard Deviation: 0.7 years
- Five-number summary:
- Minimum: 9
- Q1: 9.5
- Median: 10
- Q3: 10.625
- Maximum: 11.5
Do you need further details on these calculations, or any other clarifications?
Related Questions:
- How is the quartile (Q1, Q3) calculated from a dataset?
- What is the difference between population and sample standard deviation?
- How does skewness in a dataset affect the range and standard deviation?
- Can outliers in a dataset significantly impact the five-number summary?
- What are other measures of data dispersion apart from standard deviation?
Tip:
For large datasets, tools like Excel or statistical software can simplify calculations for range, standard deviation, and quartiles.
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Math Problem Analysis
Mathematical Concepts
Range
Standard Deviation
Five-Number Summary
Formulas
Range = Max - Min
Standard Deviation: σ = sqrt(Σ(x - μ)^2 / N)
Mean = Σx / N
Theorems
Basic Statistics
Suitable Grade Level
Grade 6-8
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