Statistics Questions and Answers (41-45)

Statistics Questions and Answers (41-45)

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 ≤ 13015
130 < h ≤ 14024
140 < h ≤ 15036
150 < h ≤ 16045
160 < h ≤ 17050
170 < h ≤ 18043
180 < h ≤ 19037
190 < h ≤ 20020

(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:

ClassMidpointffx
120-130125151,875
130-140135243,240
140-150145365,220
150-160155456,975
160-170165508,250
170-180175437,525
180-190185376,845
190-200195203,900
Total43,830

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 ≤ 1000
h ≤ 12015
h ≤ 14039
h ≤ 16075
h ≤ 180120
h ≤ 200170
h ≤ 220213
h ≤ 240250
h ≤ 260270
h ≤ 280282
h ≤ 300285

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:

ClassFrequency
100-12015
120-14024
140-16036
160-18045
180-20050
200-22043
220-24037
240-26020
260-28012
280-3003

(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 ≤ 2010
20 < t ≤ 4010
40 < t ≤ 6015
60 < t ≤ 8028
80 < t ≤ 10022
100 < t ≤ 1207
120 < t ≤ 1408

(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:

ClassMidpointffx
0-201010100
20-403010300
40-605015750
60-8070281,960
80-10090221,980
100-1201107770
120-14013081,040
Total6,900

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 106
Below 2015
Below 3029
Below 4041
Below 5060
Below 6070

Answer 44

First create frequency distribution:

ClassFrequency
0-106
10-209
20-3014
30-4012
40-5019
50-6010

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 100,00015
More than 200,00037
More than 300,00050
More than 400,00069
More than 500,00085
More than 600,000100

(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:

ClassFrequency
100,000-200,000100-85 = 15
200,000-300,00085-69 = 16
300,000-400,00069-50 = 19
400,000-500,00050-37 = 13
500,000-600,00037-15 = 22
600,000+15

(a) Mean monthly income:

ClassMidpointffx
100,000-200,000150,000152,250,000
200,000-300,000250,000164,000,000
300,000-400,000350,000196,650,000
400,000-500,000450,000135,850,000
500,000-600,000550,0002212,100,000
600,000+650,000*159,750,000
Total40,600,000

*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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