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Mathematics and Statistics · Ch 10 — Partition Values

Partition Values — The Idea of Position

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Partition Values — The Idea of Position

The median of a set of data is the middle value: it splits an ordered data set into two equal halves, with as many observations below it as above it. Partition values extend exactly this idea — they are the values that divide an ordered data set into a chosen number of equal parts.

This chapter of the Maharashtra Std XI (FYJC) commerce Mathematics and Statistics course studies three families of partition values:

Note

The Three Families

  • Quartiles — three values Q1,Q2,Q3Q_1, Q_2, Q_3 that divide the data into 4 equal parts.
  • Deciles — nine values D1,D2,…,D9D_1, D_2, \ldots, D_9 that divide the data into 10 equal parts.
  • Percentiles — ninety-nine values P1,P2,…,P99P_1, P_2, \ldots, P_{99} that divide the data into 100 equal parts.

These are the same partition-value (positional-average) principles set out in the national mathematics/statistics curriculum, and they are used throughout commerce and economics to describe where a value stands within a distribution — for example, the income level below which the poorest 25% of households fall, or the marks separating the top 10% of candidates.

Important

Always Arrange the Data First

Every partition value is a positional average — it is read off the data in order. So the very first step, for every method in this chapter, is to arrange the raw values in ascending order, or (for a frequency distribution) to build the less-than cumulative frequency column. Skipping this step is the single most common source of a wrong answer.

Because the median already splits the data in half, it coincides with the middle members of all three families. This central identity is worth memorising from the start:

Q2  =  D5  =  P50  =  Median.Q_2 \;=\; D_5 \;=\; P_{50} \;=\; \text{Median}.

Definition 1Partition value

A value that divides an ordered data set into a given number of equal parts. Quartiles give 4 parts, deciles 10 parts, and percentiles 100 parts.

Definition 2Quartiles, Deciles, Percentiles

Quartiles Q1,Q2,Q3Q_1, Q_2, Q_3 (4 parts); deciles D1,…,D9D_1, \ldots, D_9 (10 parts); percentiles P1,…,P99P_1, \ldots, P_{99} (100 parts). The middle of each equals the median: Q2=D5=P50=MedianQ_2 = D_5 = P_{50} = \text{Median}.