Comparing two cumulative frequency curves

Comparing two cumulative frequency curves

Secondary 4

Two curves on one grid

The curves show the marks of \(80\) students in Group A and \(120\) students in Group B in the same test. Read each curve at its own total: Group A at \(20\), \(40\), \(60\); Group B at \(30\), \(60\), \(90\).

Group\(n\)\(Q_1\)Median\(Q_3\)IQR
A\(80\)\(20\)\(30\)\(40\)\(20\)
B\(120\)\(30\)\(40\)\(55\)\(25\)

Two comments

A comparison needs two comments. Each names the statistic, gives both values and says what it means in the context.

Comment onStatisticExample
the averagemedianOn average Group B scored higher: its median, \(40\) marks, is greater than Group A’s, \(30\) marks.
the spreadinterquartile rangeGroup A’s marks are more consistent: its interquartile range, \(20\) marks, is smaller than Group B’s, \(25\) marks.

Compare percentages, not heights

At \(40\) marks both curves are at height \(60\), but that is \(\dfrac{60}{80}=75\%\) of Group A and only \(\dfrac{60}{120}=50\%\) of Group B. When the totals differ, change counts into percentages before comparing. When the totals are equal, the curve that is higher at a mark has more students at or below that mark, so that group generally scored lower.

Checks and common errors

  • Read each curve at its own total.
  • A higher median is not automatically better: for waiting times or race times, lower is better. Say what the statistic means in the context.
  • Write both comments; one comment on the average alone does not compare spread.

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