Estimating the mean of grouped data using midpoints, identifying the modal interval and the interval containing the median, and finding percentiles and the semi-interquartile range.
When data is grouped into intervals you no longer know the individual values, so the mean can only be estimated.
1The estimated mean
estimated mean = ∑(midpoint × frequency)∑ frequency
midpoint = lower + upper2
midpoint = lower + upper2
| Interval | f | midpoint | f × mid |
|---|---|---|---|
| 0 ≤ x < 10 | 4 | 5 | 20 |
| 10 ≤ x < 20 | 9 | 15 | 135 |
| 20 ≤ x < 30 | 14 | 25 | 350 |
| 30 ≤ x < 40 | 8 | 35 | 280 |
| 40 ≤ x < 50 | 5 | 45 | 225 |
| Total | 40 | 1010 |
Worked ExampleEstimate the mean of the grouped data above
- 1Work out each midpoint: 0 + 102 = 5, then 15, 25, 35, 45.Assume every value in an interval sits at its midpoint.
- 2Multiply each midpoint by its frequency and add: 20 + 135 + 350 + 280 + 225 = 1010.
- 3Estimated mean = 101040.Divide by the total frequency.
- 4= 25,25.
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Do not divide by the number of intervals (5). Divide by the total frequency (40).
2Modal interval and the median interval
- Modal interval — the interval with the highest frequency. Here 20 ≤ x < 30 (frequency 14).
- Median interval — the interval containing the n2th value. Here the 20th value, which falls in 20 ≤ x < 30.
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You cannot give an exact mode or median for grouped data — only the interval it lies in. Writing a single number instead of an interval loses the mark.
3Percentiles and quartiles
position of the p-th percentile = p100 × n
Q₁ = 25th percentile · median = 50th · Q₃ = 75th
Q₁ = 25th percentile · median = 50th · Q₃ = 75th
Worked ExampleDetermine the position of the 25th percentile for n = 40
- 125100 × 40 = 10.
- 2So Q₁ is at the 10th value.Read this off an ogive or a cumulative frequency column.
4Semi-interquartile range
IQR = Q₃ − Q₁ · semi-IQR = Q₃ − Q₁2
Worked ExampleQ₁ = 24 and Q₃ = 42. Calculate the IQR and the semi-IQR.
- 1IQR = 42 − 24 = 18.
- 2Semi-IQR = 182 = 9.Simply half the IQR.
Practice exercises
Work each one out, then click to reveal the answer.
- 1Write down the midpoint of the interval 20 ≤ x < 30.
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20 + 302 = 25 - 2Using the table (f = 4, 9, 14, 8, 5 for intervals of width 10 from 0), estimate the mean.
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101040 = 25,25 - 3Write down the modal interval for that data.
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20 ≤ x < 30 (highest frequency, 14) - 4In which interval does the median lie for that data?
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The 20th value → 20 ≤ x < 30 - 5Determine the position of the 25th percentile when n = 40.
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25100 × 40 = the 10th value - 6Q₁ = 24 and Q₃ = 42. Calculate the interquartile range.
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42 − 24 = 18 - 7Q₁ = 24 and Q₃ = 42. Calculate the semi-interquartile range.
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182 = 9 - 8Why can the mean of grouped data only be estimated?
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Because the individual values are unknown — we assume each one sits at its interval's midpoint.
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