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Mathematics and Statistics · Ch 10 — Partition Values

Partition Values for a Continuous (Grouped) Frequency Distribution

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Partition Values for a Continuous (Grouped) Frequency Distribution

For a continuous (class-interval) frequency distribution the exact observations are unknown — we know only how many fall in each class — so a partition value is found by interpolation inside the class in which it lies.

Method.

  1. Ensure classes are in ascending order and are continuous (convert any inclusive classes such as 10–19, 20–2910\text{–}19,\ 20\text{–}29 to boundaries 9.5–19.5, 19.5–29.59.5\text{–}19.5,\ 19.5\text{–}29.5 first).
  2. Build the less-than cfcf column; find N=∑fN = \sum f.
  3. For the required partition value compute the locating figure — iN4\tfrac{iN}{4} for QiQ_i, jN10\tfrac{jN}{10} for DjD_j, kN100\tfrac{kN}{100} for PkP_k (using NN, not N+1N+1).
  4. The partition class is the first class whose cf≥cf \ge that locating figure. Apply:
Note

Interpolation Formulas (Continuous Distribution)

Qi=L+iN4−cff×h,Dj=L+jN10−cff×h,Pk=L+kN100−cff×h,Q_i = L + \frac{\dfrac{iN}{4} - cf}{f}\times h, \qquad D_j = L + \frac{\dfrac{jN}{10} - cf}{f}\times h, \qquad P_k = L + \frac{\dfrac{kN}{100} - cf}{f}\times h,

where for the partition class: LL = lower boundary, ff = its frequency, hh = its width, and cfcf = the cumulative frequency of the class just before it.

Worked illustration. For the classes below (N=50N = 50):

Classffless-than cfcf
0–1055
10–20813
20–301528
30–401240
40–501050

Q1Q_1 locating figure =N4=12.5= \tfrac{N}{4} = 12.5; the first cf≥12.5cf \ge 12.5 is 1313 (class 10–2010\text{–}20), so L=10, cf=5, f=8, h=10L = 10,\ cf = 5,\ f = 8,\ h = 10:

Q1=10+12.5−58×10=10+9.375=19.375.Q_1 = 10 + \frac{12.5 - 5}{8}\times 10 = 10 + 9.375 = 19.375. …

Definition 7Partition class

For continuous data, the first class whose less-than cumulative frequency reaches or exceeds the locating figure (iN4\frac{iN}{4}, jN10\frac{jN}{10}, or kN100\frac{kN}{100}); the partition …

Definition 8Quartile formula (continuous data)

Qi=L+iN4−cff×hQ_i = L + \dfrac{\frac{iN}{4} - cf}{f}\times h, where L,f,hL, f, h belong to the partition class and cfcf is the cumulative frequency of the preceding class. Deciles and percentiles replace iN4\frac{iN}{4} with …