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YEAR 10 · STATISTICS AND DATA ANALYSIS · 18 MIN

Comparing distributions

Compare distributions using several features without overstating what a graph or summary proves.

In this lesson

Before you start
  • Median, IQR, range and SD
01 / LEARN

Understand the idea.

Make a balanced comparison

A useful comparison separates centre from spread. Name both groups, quote their medians, and compare IQRs or another suitable spread measure. Then explain the practical meaning: a lower delivery-time median suggests faster typical delivery, not necessarily greater consistency.

Also consider shape and unusual values when the display shows them. Similar medians can accompany very different spreads. A full range may be dominated by one extreme observation, so it need not describe the experience of the middle half well.

Use comparable data

Before comparing, check the units, measurement procedures and groups being measured. Sample sizes and selection methods affect generalisation. A neat numerical difference between samples does not by itself establish the same difference across the wider populations.

Write conclusions such as “in these samples” and identify the trade-off supported by the evidence. Quartile summaries cannot reveal every observation, the exact mean, or whether one group always outperforms another. State those limits when they affect the question.

02 / WORKED EXAMPLES

See the method in action.

EXAMPLE 01

Compare delivery times

Sample A has median 18 min, IQR 8 min; sample B has median 22 min, IQR 4 min. Compare delivery times.

Worked solution

  1. 1

    Compare typical delivery times.

    22−18=4 min

    A has a median four minutes lower than B, indicating faster typical delivery in these samples.

  2. 2

    Compare central variability.

    8−4=4 min

    B has an IQR four minutes smaller, so its middle half is more consistent.

  3. 3

    Explain the trade-off.

    Typical speed favours A; central consistency favours B. The summaries do not establish one group is preferable for every purpose.

Answer

A is typically faster; B is more consistent in the central half.

EXAMPLE 02

Avoid a range-only judgement

A has summary 4, 8, 12, 16, 24; B has 6, 10, 11, 13, 20. Compare centres and spreads.

Two horizontal box plots share a zero-to-thirty-minute scale. Group A has five-number summary four, eight, twelve, sixteen, twenty-four. Group B has summary six, ten, eleven, thirteen, twenty.

Worked solution

  1. 1

    Compare the middle summary values.

    mA=12,mB=11

    The third number in each summary is the median; B has the lower centre.

  2. 2

    Compare the central halves.

    IQRA=16−8=8IQRB=13−10=3

    B has less central spread because its IQR is smaller.

  3. 3

    Compare the complete spans.

    RA=24−4=20RB=20−6=14

    B also has the smaller full range, supporting the spread conclusion by a second measure.

Answer

B has lower centre and smaller spread by both measures.

03 / YOUR TURN

Try it yourself.

Check your understanding

Two samples both have median 30. Their IQRs are 4 and 12. What clear difference can you state?

Show answer & reasoning

The second sample has a wider middle-half spread.

The second sample has IQR 12, compared with 4, so its central half spans 12−4=8 more units despite the shared median.

Keep practising

6 worksheet questions · 14 marks

Read the questions online
  1. Class A has mean 72, SD 6; class B has mean 72, SD 11. Compare.
    2 marks
  2. Bus A has median delay 5 min, IQR 2; Bus B median delay 3 min, IQR 6. State two differences.
    3 marks
  3. One sample is in centimetres and another in metres. What must you do before comparing spreads?
    2 marks
  4. A class has one unusually high score. Which is generally less affected: mean or median? Explain.
    2 marks
  5. A sample of 10 volunteers has a lower median than a random sample of 200. Can you conclude its population median is lower?
    2 marks
  6. Write a comparison using both plots.
    3 marks
    Two horizontal box plots share a zero-to-thirty-minute scale. Group A has five-number summary four, eight, twelve, sixteen, twenty-four. Group B has summary six, ten, eleven, thirteen, twenty.
Read the worked solutions

Equivalent correct methods earn the corresponding marks. Include units where asked.

  1. Class A has mean 72, SD 6; class B has mean 72, SD 11. Compare.
    2 marks

    Centres coincide.

    6<11 compares SD.

    Same mean; A's scores are less spread around the mean.
  2. Bus A has median delay 5 min, IQR 2; Bus B median delay 3 min, IQR 6. State two differences.
    3 marks

    3<5 for centre.

    2<6 for central spread.

    B has lower typical delay; A has more consistent middle-half delays.
  3. One sample is in centimetres and another in metres. What must you do before comparing spreads?
    2 marks

    The numerical scales differ.

    Use one unit for centres and spreads.

    Convert to a common unit.
  4. A class has one unusually high score. Which is generally less affected: mean or median? Explain.
    2 marks

    The median depends on ordered position.

    An extreme value can substantially change the total used for the mean.

    Median.
  5. A sample of 10 volunteers has a lower median than a random sample of 200. Can you conclude its population median is lower?
    2 marks

    The volunteer sample may be biased and is small.

    The observations describe the samples; generalisations need more evidence.

    Not from these facts alone.
  6. Write a comparison using both plots.
    3 marks
    Two horizontal box plots share a zero-to-thirty-minute scale. Group A has five-number summary four, eight, twelve, sixteen, twenty-four. Group B has summary six, ten, eleven, thirteen, twenty.

    Read medians and quartiles on the common scale.

    Keep the conclusion within the sampled groups.

    B has median 11 min rather than 12 min and IQR 3 min rather than 8 min; B is slightly quicker and more consistent in these samples.
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Curriculum reference & lesson scope

Australian Curriculum v 9 and SA Curriculum Mathematics

Year 10 continuous distributions, bivariate data, two-way categorical tables, bias and investigations, with the approved percentile and standard-deviation content included in the normal chapter.

Official curriculum source ↗

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