The quartile divides the distribution into four equal parts. When n is large they are given as Lower quartile Q1 = \( \frac{n}{4} \scriptsize th \; value \)
Middle Quartile or Median Q2 = \( \frac{n}{2} \scriptsize th \; value \)
Upper Quartile Q3 = \( \frac{3n}{4} \scriptsize th \; value \)
However, when n ≤ 50 (i.e.discrete)
Q1 = \( \frac{n+1}{4} \scriptsize th \; value \)
Q2 = \( \frac{n+1}{2} \scriptsize th \; value \)
Q3 = \( \frac{3(n+1)}{4} \scriptsize th \; value \)
INTERQUARTILE RANGE
Interquartile range is the difference between the upper quartile and the lower quartile i.e. Interquartile range = Q3 – Q1
SEMI-INTERQUARTILE RANGE
Semi-interquartile range can be found by Q= \( \frac{1}{2} \)(Q3 – Q1).
PERCENTILES
Definition: The percentile divides the data into 100 equal parts, a vertical axis is drawn on the right hand side of the cumulative frequency curve/orgive and marked 0% to 100%.
- The lower quartile or 1st quartile is the 25th percentile
- The median or the 2nd quartile is the 50th percentile
- The upper quartile or 3rd quartile is the 75th percentile
Example 1
The record of how eggs were laid by chickens in a poultry farm in a year is as given below.
Number of Eggs per Year | Number of Chickens |
45 – 49 | 10 |
50 – 54 | 36 |
55 – 59 | 64 |
60 – 64 | 52 |
65 – 69 | 28 |
70 – 74 | 10 |
(i)Draw a cumulative frequency curve of the distribution
(ii) Use your graph to find the semi-interquartile range
(iii) Using a percentage axis on the right of the ogive, find the number of eggs the 70th percentile Chicken laid.
(iv) If a customer buys a chicken from the farm, what is the probability that the chicken lays at least 60eggs in a year? (King’s College)
CUMULATIVE FREQUENCY DIAGRAM
No. Of Eggs per Year | Frequency(f) | Cumulative Frequency(cf) | Class Boundaries |
45 – 49 | 10 | 10 | 44.5 – 49.5 |
50 – 54 | 36 | 46 | 49.5 – 54.5 |
55 – 59 | 64 | 110 | 54.5 – 59.5 |
60 – 64 | 52 | 162 | 59.5 – 64.5 |
65 – 69 | 28 | 190 | 64.5 – 69.5 |
70 – 74 | 10 | 200 | 69.5 – 74.5 |
(ii)
Q1 = \( \frac{200}{4}\scriptsize = 50 \) → 54.5 (See graph)
Q3 = \( \frac{200 \; \times \; 3}{4}\scriptsize = 150 \) → 62.5 (see graph)
Semi – interquartile range = \( \frac{Q_3 \; – \; Q_1}{2} \)
= \( \frac{62.5 \; – \; 54.5}{2} = \frac{8}{2}\)
= 4.
(iii) 70th percentile Chicken laid 60 eggs (See graph)
(iv) At least 60 eggs → we have 52 + 28 + 10
i.e. at least 60 eggs ≡ 90 Chickens
Total Number ≡ 200 Chickens∴ Probability at least 60 eggs
= \( \frac{90}{200} = \frac{9}{20} \scriptsize = 0.45 \)
Example 2
The table below shows the mark distribution of candidates in an aptitude test for selection into the public service.
Marks (%) | 44–46 | 47-49 | 50-52 | 53-55 | 56-58 | 59-61 | 62-64 | 65-67 | 68-70 | 71-73 |
Frequency | 2 | 5 | 11 | 20 | 26 | 42 | 46 | 36 | 9 | 3 |
(i) Draw a cumulative frequency curve of the distribution.
(ii) Use your graph to estimate the median mark
(iii) Use algebraic means to find the mode and median mark
(iv) What percentage of the candidates will be selected if the cut-off mark was 60%?
(v)Calculate the mean mark. (King’s College, Lagos).
Marks (%) | Frequency(f) | Cumulative Frequency(cf) | Class Boundaries | Mid-Class (x) | fx |
44 – 46 | 2 | 2 | 43.5 – 46.5 | 45 | 90 |
47 – 49 | 5 | 7 | 46.5 – 49.5 | 48 | 240 |
50 – 52 | 11 | 18 | 49.5 – 52.5 | 51 | 561 |
53 – 55 | 20 | 38 | 52.5 – 55.5 | 54 | 1080 |
56 – 58 | 26 | 64 | 55.5 – 58.5 | 57 | 1482 |
59 – 61 | 42 | 106 | 58.5 – 61.5 | 60 | 2520 |
62 – 64 | 46 | 152 | 61.5 – 64.5 | 63 | 2898 |
65 – 67 | 36 | 188 | 64.5 – 67.5 | 66 | 2376 |
68 – 70 | 9 | 197 | 67.5 – 70.5 | 69 | 621 |
71 – 73 | 3 | 200 | 70.5 – 73.5 | 72 | 216 |
Total | 200 | 12,084 |
(ii) Median Mark = 61 (See graph)
(iii) Mode = \( \scriptsize L + \frac {C \left (fm \;- \;fb \right)}{\left (fm \;- \; fb \right) + \left (fm \;- \; fa \right)} \)
Therefore, Mode = 61.5 + \( \frac {3 \left (46 \;- \; 42 \right)}{\left (46 \;- \; 42 \right) + \left (46 \;- \; 36 \right)} \)
= \( \scriptsize 61.5 + \normalsize \frac {3(4)}{4 + 10} \)
= \( \scriptsize 61.5 + \normalsize \frac {12}{14} \)
= 61.5 + 0.85714286
= 62.3571429
Therefore, Mode = 62.
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