Math Problem Statement

Find the range, standard deviation, and five-number summary for the ages of 20 fifth-graders.

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

Range=11.59=2.5 years\text{Range} = 11.5 - 9 = 2.5 \text{ years}

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:
    9.5,11.5,11,10,11,10.5,9,11,9.5,10.5,10,11,10,9.5,9.5,10,9.5,10,9,9.59.5, 11.5, 11, 10, 11, 10.5, 9, 11, 9.5, 10.5, 10, 11, 10, 9.5, 9.5, 10, 9.5, 10, 9, 9.5

The number of data points n=20n = 20.

  1. Calculate the mean (average):

Mean=Sum of all valuesn\text{Mean} = \frac{\text{Sum of all values}}{n}

Mean=(9.5+11.5+11+10+11+10.5+9+11+9.5+10.5+10+11+10+9.5+9.5+10+9.5+10+9+9.5)20\text{Mean} = \frac{(9.5 + 11.5 + 11 + 10 + 11 + 10.5 + 9 + 11 + 9.5 + 10.5 + 10 + 11 + 10 + 9.5 + 9.5 + 10 + 9.5 + 10 + 9 + 9.5)}{20}

  1. 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 10.110.1 years.
  • The variance is approximately 0.510.51.
  • The standard deviation is approximately 0.70.7 years (rounded to the nearest tenth).

Summary of Results:

  1. Range: 2.5 years
  2. Standard Deviation: 0.7 years
  3. 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:

  1. How is the quartile (Q1, Q3) calculated from a dataset?
  2. What is the difference between population and sample standard deviation?
  3. How does skewness in a dataset affect the range and standard deviation?
  4. Can outliers in a dataset significantly impact the five-number summary?
  5. 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