Statistics Questions and Answers (41-45)
Question 41
The height h(cm) of the 270 students in a school are measured and the results are shown in the table below
h(cm) | Frequency |
---|---|
120 < h ≤ 130 | 15 |
130 < h ≤ 140 | 24 |
140 < h ≤ 150 | 36 |
150 < h ≤ 160 | 45 |
160 < h ≤ 170 | 50 |
170 < h ≤ 180 | 43 |
180 < h ≤ 190 | 37 |
190 < h ≤ 200 | 20 |
(a) Write down the modal group
(b) Calculate median height and use it to interpret the data
(c) Calculate an estimate of the mean height
(d) Explain why the answer in part (c) is an estimate?
Answer 41
(a) Modal group: 160 < h ≤ 170 cm (highest frequency 50)
(b) Median height:
Median position = (270+1)/2 = 135.5th term
Cumulative frequencies:
- Up to 130: 15
- Up to 140: 39
- Up to 150: 75
- Up to 160: 120
- Up to 170: 170
Median class: 160-170 cm
Median = 160 + (135.5-120)/50 × 10 = 163.1 cm
Interpretation: Half of the students are shorter than 163.1 cm and half are taller.
(c) Estimated mean height:
Class | Midpoint | f | fx |
---|---|---|---|
120-130 | 125 | 15 | 1,875 |
130-140 | 135 | 24 | 3,240 |
140-150 | 145 | 36 | 5,220 |
150-160 | 155 | 45 | 6,975 |
160-170 | 165 | 50 | 8,250 |
170-180 | 175 | 43 | 7,525 |
180-190 | 185 | 37 | 6,845 |
190-200 | 195 | 20 | 3,900 |
Total | 43,830 |
Mean = 43,830/270 ≈ 162.33 cm
(d) The mean is an estimate because we use class midpoints to represent all values in each class, which may not reflect the actual distribution of heights within each class.
Question 42
The following table shows the cumulative frequency for the height of students
Height, h(cm) | Cumulative frequency |
---|---|
h ≤ 100 | 0 |
h ≤ 120 | 15 |
h ≤ 140 | 39 |
h ≤ 160 | 75 |
h ≤ 180 | 120 |
h ≤ 200 | 170 |
h ≤ 220 | 213 |
h ≤ 240 | 250 |
h ≤ 260 | 270 |
h ≤ 280 | 282 |
h ≤ 300 | 285 |
Use the given table to find:
(a) The median height
(b) Mode height
(c) All the players in the school's basketball team are chosen from the 30 tallest students.
(d) The least possible height of any player in the basketball team
Answer 42
First create frequency distribution:
Class | Frequency |
---|---|
100-120 | 15 |
120-140 | 24 |
140-160 | 36 |
160-180 | 45 |
180-200 | 50 |
200-220 | 43 |
220-240 | 37 |
240-260 | 20 |
260-280 | 12 |
280-300 | 3 |
(a) Median height:
Median position = 285/2 = 142.5th term
Median class: 180-200 cm
Median = 180 + (142.5-120)/50 × 20 ≈ 189 cm
(b) Mode height:
Modal class: 180-200 cm (highest frequency 50)
Mode ≈ 190 cm (midpoint of modal class)
(c) Basketball team selection:
30 tallest students come from the upper end of the distribution
(d) Least possible height:
285 total students - 30 = 255th student marks the cutoff
255th student falls in 240-260 cm class
Least possible height = 240 cm
Question 43
100 students are given a question to answer. The time taken t (seconds) by each student is recorded and the results are shown in following the table
t (sec) | Frequency |
---|---|
0 < t ≤ 20 | 10 |
20 < t ≤ 40 | 10 |
40 < t ≤ 60 | 15 |
60 < t ≤ 80 | 28 |
80 < t ≤ 100 | 22 |
100 < t ≤ 120 | 7 |
120 < t ≤ 140 | 8 |
(a) Calculate:
(i) Mean time taken
(ii) Mode time taken
(iii) Median time taken
(b) Two students are picked at random. What is the probability that they both took more than 50 seconds
Answer 43
(a) Calculations:
(i) Mean time:
Class | Midpoint | f | fx |
---|---|---|---|
0-20 | 10 | 10 | 100 |
20-40 | 30 | 10 | 300 |
40-60 | 50 | 15 | 750 |
60-80 | 70 | 28 | 1,960 |
80-100 | 90 | 22 | 1,980 |
100-120 | 110 | 7 | 770 |
120-140 | 130 | 8 | 1,040 |
Total | 6,900 |
Mean = 6,900/100 = 69 seconds
(ii) Mode time:
Modal class: 60-80 seconds (highest frequency 28)
Mode ≈ 70 seconds (midpoint of modal class)
(iii) Median time:
Median position = 50th term
Median class: 60-80 seconds
Median = 60 + (50-35)/28 × 20 ≈ 70.71 seconds
(b) Probability both took >50 seconds:
Number who took >50 seconds = 15(40-60) + 28 + 22 + 7 + 8 - (15×10/20) = 70
Probability first student >50 sec = 70/100
Probability second student >50 sec = 69/99
Combined probability = (70/100) × (69/99) ≈ 0.4879 or 48.79%
Question 44
Calculate the median and mode from the following data
Marks | Number of students |
---|---|
Below 10 | 6 |
Below 20 | 15 |
Below 30 | 29 |
Below 40 | 41 |
Below 50 | 60 |
Below 60 | 70 |
Answer 44
First create frequency distribution:
Class | Frequency |
---|---|
0-10 | 6 |
10-20 | 9 |
20-30 | 14 |
30-40 | 12 |
40-50 | 19 |
50-60 | 10 |
Median:
Median position = 70/2 = 35th term
Median class: 30-40
Median = 30 + (35-29)/12 × 10 = 35
Mode:
Modal class: 40-50 (highest frequency 19)
Mode = 40 + (19-12)/(2×19-12-10) × 10 ≈ 44.38
Question 45
Given the cumulative frequency distribution table
Monthly income (Tsh) | Number of families |
---|---|
More than 100,000 | 15 |
More than 200,000 | 37 |
More than 300,000 | 50 |
More than 400,000 | 69 |
More than 500,000 | 85 |
More than 600,000 | 100 |
(a) Calculate the mean monthly income and use it to interpret the results
(b) Draw a cumulative frequency curve and use it to estimate median
Answer 45
First convert to standard frequency distribution:
Class | Frequency |
---|---|
100,000-200,000 | 100-85 = 15 |
200,000-300,000 | 85-69 = 16 |
300,000-400,000 | 69-50 = 19 |
400,000-500,000 | 50-37 = 13 |
500,000-600,000 | 37-15 = 22 |
600,000+ | 15 |
(a) Mean monthly income:
Class | Midpoint | f | fx |
---|---|---|---|
100,000-200,000 | 150,000 | 15 | 2,250,000 |
200,000-300,000 | 250,000 | 16 | 4,000,000 |
300,000-400,000 | 350,000 | 19 | 6,650,000 |
400,000-500,000 | 450,000 | 13 | 5,850,000 |
500,000-600,000 | 550,000 | 22 | 12,100,000 |
600,000+ | 650,000* | 15 | 9,750,000 |
Total | 40,600,000 |
*Assuming upper limit of 700,000 for calculation
Mean = 40,600,000/100 = 406,000 Tsh
Interpretation: The average family earns about 406,000 Tsh per month.
(b) Cumulative frequency curve (ogive):
Would plot upper class boundaries against cumulative frequencies
Median estimate ≈ 380,000 Tsh (value at 50 on cumulative frequency)
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