Quick summary
Partition values divide an arranged set of data into equal parts. The median divides it into 2 parts, quartiles into 4, deciles into 10 and percentiles into 100. This chapter shows how to calculate quartiles, deciles and percentiles for raw data, discrete frequency distributions and grouped (continuous) data, and how to locate quartiles on a graph using ogives.
Key points
- First arrange the data in ascending order.
- There are 3 quartiles (Q₁, Q₂, Q₃), 9 deciles (D₁ to D₉) and 99 percentiles (P₁ to P₉₉).
- Q₂ = D₅ = P₅₀ = the median.
- Raw (ungrouped) data, with n observations:
- Qᵢ = the value of the i(n + 1)/4th observation.
- Dᵢ = the value of the i(n + 1)/10th observation.
- Pᵢ = the value of the i(n + 1)/100th observation.
- If the position is a fraction, interpolate. For example, for position 6.25: the 6th value + 0.25 × (7th value − 6th value).
- Discrete frequency distribution: find the cumulative frequencies, and Qᵢ is the value whose c.f. is just greater than or equal to i(N + 1)/4.
- Continuous (grouped) data: first find the class containing the iN/4th observation, then use
- Qᵢ = l + (h/f)(iN/4 − c.f.)
- Dᵢ = l + (h/f)(iN/10 − c.f.) and Pᵢ = l + (h/f)(iN/100 − c.f.).
- Here l is the lower limit of the class, h the class width, f the frequency of the class, c.f. the cumulative frequency of the class before it, and N the total frequency.
- Graphical location: draw a 'less than' ogive. Mark iN/4 on the Y-axis, draw a horizontal line to the curve, then drop a perpendicular to the X-axis to read Qᵢ. The 'less than' and 'more than' ogives intersect at the median.
Important terms
- Quartiles – values that divide the data into 4 equal parts.
- Deciles – values that divide the data into 10 equal parts.
- Percentiles – values that divide the data into 100 equal parts.
- Ogive – a cumulative frequency curve.
Formats and formulas
| Data type | Formula for Qᵢ |
|---|---|
| Raw data | Value of the i(n + 1)/4 th observation |
| Discrete series | Value with c.f. ≥ i(N + 1)/4 |
| Continuous series | l + (h/f)(iN/4 − c.f.) |
5 important questions
Q1. Find Q₁ for 3, 5, 7, 9, 11, 13, 15.
n = 7, so Q₁ is the 1 × (7 + 1)/4 = 2nd observation, which is 5.
Q2. Find D₆ for 10, 12, 15, 18, 20, 25, 30, 35, 40.
n = 9, so D₆ is the 6 × 10/10 = 6th observation, which is 25.
Q3. Write the formula for Q₃ in a continuous series.
Q₃ = l + (h/f)(3N/4 − c.f.).
Q4. Which partition value equals the median?
Q₂ = D₅ = P₅₀.
Q5. How do you locate quartiles on a graph?
Draw a 'less than' ogive, mark N/4, N/2 and 3N/4 on the Y-axis, and read the corresponding x-values on the X-axis.
Exam tip
Always show the cumulative frequency column and the position iN/4 clearly. Most marks are given for the steps.