Grouped Data (College Board AP® Statistics)
Study Guide
Written by: Naomi C
Reviewed by: Dan Finlay
Mean from grouped data
How do I find the mean for grouped data?
The exact mean from a set of grouped data cannot be found
but an estimate can be calculated
To find an estimate for the mean of grouped data in a table:
Create two new columns for the table and label them and
Find the midpoint of each group and write it in the column labeled
Multiply the frequency of each group by the group's midpoint and write it in the column labeled
Find the sum of these values
Divide the sum by the total frequency
The formula to find the mean of grouped data is
This is not given to you in the exam
Worked Example
The weights of 20 three-week-old Labrador puppies were recorded at a vet's clinic. The results are shown in the table below.
Weight, w kg | Frequency |
---|---|
3 ≤ w < 3.5 | 3 |
3.5 ≤ w < 4 | 4 |
4 ≤ w < 4.5 | 6 |
4.5 ≤ w < 5 | 5 |
5 ≤ w < 6 | 2 |
Estimate the mean weight of these puppies.
Answer:
Add two columns to the table and complete the first new column with the midpoints of the class intervals
Complete the second extra column by calculating
It is worth also adding a total row at the bottom of the table
Weight, w kg | Frequency | Midpoint | |
---|---|---|---|
3 ≤ w < 3.5 | 3 | 3.25 | 3 × 3.25 = 9.75 |
3.5 ≤ w < 4 | 4 | 3.75 | 4 × 3.75 = 15 |
4 ≤ w < 4.5 | 6 | 4.25 | 6 × 4.25 = 25.5 |
4.5 ≤ w < 5 | 5 | 4.75 | 5 × 4.75 = 23.75 |
5 ≤ w < 6 | 2 | 5.5 | 2 × 5.5 = 11 |
Total | 20 |
| 85 |
Find the estimate of the mean by dividing the the total of the column by the total of the frequency column,
Mean
An estimate of the mean weight of the puppies is 4.25 kg
Median from grouped data
How do I find the median for grouped data?
The exact median from a set of grouped data cannot be found
but the group that contains the median can be identified
The position of the median can be found using
where is the total number of data values (total frequency)
For grouped data in a table
Find the interval containing the value (median)
You could add another column to the table containing the cumulative frequency to help you find this
This is a column that adds up the frequency as you go along
Worked Example
The heights of 30 mature oak trees were measured and recorded in the table below.
Height, h m | Frequency |
---|---|
22 ≤ h < 23 | 4 |
23 ≤ h < 24 | 7 |
24 ≤ h < 25 | 6 |
25 ≤ h < 26 | 8 |
26 ≤ h < 27 | 3 |
27 ≤ h < 28 | 2 |
Find the height interval that contains the median height of the mature oak trees.
Answer:
Calculate the position of the median within the data set
This means that the median lies between the 15th and 16th data values
Add a 'cumulative frequency' column to the table to add up the frequency as you go along
Height, h m | Frequency | Cumulative frequency |
---|---|---|
22 ≤ h < 23 | 4 | 4 |
23 ≤ h < 24 | 7 | 11 |
24 ≤ h < 25 | 6 | 17 |
25 ≤ h < 26 | 8 | 25 |
26 ≤ h < 27 | 3 | 28 |
27 ≤ h < 28 | 2 | 30 |
Identify the group(s) that contain the 15th and 16th values
Both the 15th and 16th values are in the group 24 ≤ h < 25
Therefore the median must also lie in this group
The median height of the mature oak trees lies in the interval 24 ≤ h < 25, where h is the height in meters
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