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Mathematics and Statistics · Ch 10 — Partition Values

Graphical Location using the Ogive

5

Graphical Location using the Ogive

Partition values of a continuous distribution can be read straight off an ogive — the graph of the less-than cumulative frequency curve.

Drawing the less-than ogive.

  1. Plot the upper boundary of each class along the horizontal (xx) axis against its less-than cumulative frequency on the vertical (yy) axis.
  2. Begin the curve at the lower boundary of the first class (cumulative frequency 00) and join the points with a smooth rising curve. The curve ends at the point (highest boundary, N)(\text{highest boundary},\ N).

Reading a partition value off the ogive.

  • Mark the locating figure on the yy-axis — N4\tfrac{N}{4} for Q1Q_1, N2\tfrac{N}{2} for Q2Q_2, 3N4\tfrac{3N}{4} for Q3Q_3 (or jN10\tfrac{jN}{10}, kN100\tfrac{kN}{100} for a decile or percentile).
  • Draw a horizontal line from that mark across to the ogive.
  • From where it meets the curve, drop a vertical line to the xx-axis. The foot of that vertical is the required partition value.
Note

Why the Ogive Works

The ogive's height at any point xx is the number of observations below xx. So the xx at which the height equals N4\tfrac{N}{4} is exactly the value with a quarter of the data below it — the definition of Q1Q_1. The graph therefore performs the same interpolation as the §4 formula, read visually.

Figure 1 — Less-than ogive locating quartiles Q1, Q2, Q3 of a grouped distribution
Figure 1 — Less-than ogive locating quartiles Q1, Q2, Q3 of a grouped distribution
Tip

Graph vs Formula …

Definition 9Ogive (less-than cumulative frequency curve)

A smooth curve plotting each class's upper boundary against its less-than cumulative frequency; its height at xx is the number of …

Definition 10Graphical location of a quartile

Mark N4\frac{N}{4} (or N2\frac{N}{2}, 3N4\frac{3N}{4}) on the yy-axis, go horizontally to the ogive, then drop vertically to the xx-axis to rea …