Chapter 14 . Statistics |
Exercise 14.1 complete solution Exercise 14.2 complete solution Exercise 14.3 complete solution |
1. Class mark 2. There is a empirical relationship between the three measures of central tendency : 3. (a) If is odd, then the median observation and, (b) If n is even, then the median observations. 4. The mean for grouped data can be found by : Mean (ii) the assume mean method : Mean (iii) the step deviation method : Mean with the assumption that the frequency of a class is centred at its mid-point, called its class mark. Mode where lower limit of the modal class, 6. The median for grouped data is formed by using the formula: Median where lower limit of median class, |
1. A survey was conducted by a group of students as apart of their environment awareness program , in which they collected the following data regarding the number of plants in 20 house in a locality . Find the mean number of plants per house .
Number of plants |
0 – 2 |
2 – 4 |
4 – 6 |
6 – 8 |
8 – 10 |
10 – 12 |
12 – 14 |
Number of houses |
1 |
2 |
1 |
5 |
6 |
2 |
3 |
Which method did you use for finding the mean , and why ?
Solution: We construct the table ,
Numbers of plants |
Class mark |
Number of houses |
|
0 – 2 2 – 4 4 – 6 6 – 8 8 – 10 10 – 12 12 – 14 |
1 3 5 7 9 11 13 |
1 2 1 5 6 2 3 |
1 6 5 35 54 22 39 |
Total |
|
|
|
Mean
Because, class mark and frequency are sufficiently small . So, the direct method is an appropriate choice .
2. Consider the following distribution of daily wages of 50 workers of a factory .
Daily wages (in Rs) |
100 – 120 |
120 – 140 |
140 – 160 |
160 – 180 |
180 – 200 |
Number of workers |
12 |
14 |
8 |
6 |
10 |
Find the mean daily wages of the workers of the factory by using an appropriate method .
Solution: We construct the distribution table ,
Daily wages (in Rs) |
|
No. of workers |
|
|
100 – 120 120 – 140 140 – 160 160 – 180 180 – 200 |
110 130 150 170 190 |
– 40 – 20 0 20 40 |
12 14 8 6 10 |
– 480 – 280 0 120 400 |
Total |
|
|
|
|
Using the assumed mean method ,
Mean
Therefore, the wages of the workers of the factory is Rs 145.20 .
3. The following distribution shows the daily pocket allowance of children of a locality . The mean pocket allowance is Rs. 18 . Find the missing frequency .
Daily pocket allowance (in Rs) |
Number of children |
11 – 13 13 – 15 15 – 17 17 – 19 19 - 21 21 – 23 23 – 25 |
7 6 9 13
5 4 |
Solution: We construct the table ,
Daily pocket allowance (in Rs) |
|
Number of children |
|
11 – 13 13 – 15 15 – 17 17 – 19 19 - 21 21 – 23 23 – 25 |
12 14 16 18 20 22 24 |
7 6 9 13
5 4 |
84 84 144 234
110 96 |
Total |
|
|
|
Mean
Therefore, the missing frequency is 20 .
4. Thirty women were examined in a hospital by a doctor and the number of heart beats per minute were recorded and summarized as follows . Find the mean heart beats per minute for these women , choosing a suitable method .
Number of heart beats per minute |
Number of women |
65 – 68 68 – 71 71 – 74 74 – 77 77 – 80 80 – 83 83 – 86 |
2 4 3 8 7 4 2 |
Solution: We construct the table ,
Number of heart beats per minute |
|
|
Number of women |
|
65 – 68 68 – 71 71 – 74 74 – 77 77 – 80 80 – 83 83 – 86 |
66.5 69.5 72.5 75.5 78.5 81.5 84.5 |
– 9 – 6 – 3 0 3 6 9 |
2 4 3 8 7 4 2 |
– 18 – 24 – 9 0 21 24 18 |
Total |
|
|
|
|
Using the assumed mean method , we have
Mean
Therefore, the heart beats per minute for the women is 75.9 .
5. In a retail market , fruit vendors were selling mangoes kept in packing boxes . These boxes contained varying number of mangoes . The following was the distribution of mangoes according to the number of boxes .
Number of mangoes |
50 – 52 |
53 – 55 |
56 – 58 |
59 – 61 |
62 – 64 |
Number of boxes |
15 |
110 |
135 |
115 |
25 |
Find the number of mangoes kept in a packing box .Which method of finding the mean did you choose ?
Solution: We construct the table :
No. of mangoes |
|
|
|
|
50 – 52 53 – 55 56 – 58 59 – 61 62 – 64 |
51 54 57 60 63 |
– 6 – 3 0 3 6 |
15 110 135 115 25 |
– 90 – 330 0 345 150 |
Total |
|
|
400 |
75 |
Here , , and
Using the assumed mean method ,
Mean
6. The table below shows the daily expenditure on food of 25 households in a locality .
Daily expenditure (Rs) |
100 – 150 |
150 – 200 |
200 – 250 |
250 – 300 |
300 – 350 |
Number of households |
4 |
5 |
12 |
2 |
2 |
Find the mean daily expenditure on food by a suitable method .
Solution: We construct the table , we have
Daily exp. (Rs) |
|
|
No. of house -holds |
|
100 – 150 150 – 200 200 – 250 250 – 300 300 – 350 |
125 175 225 275 325 |
– 2 – 1 0 1 2 |
4 5 12 2 2 |
– 8 – 5 0 2 4 |
Total |
|
|
|
|
Here ,
Using the step-deviation method , we have
Mean
Therefore, the daily expenditure on food is Rs 211 .
7. To find out the concentration of in the air (in parts per million, i.e., ppm) , the data was collected for 30 localities in a certain city and is presented below :
Concentration of (in ppm) |
Frequency |
0.00 – 0.04 0.04 – 0.08 0.08 – 0.12 0.12 – 0.16 0.16 – 0.20 0.20 – 0.24 |
4 9 9 2 1 2 |
Find the mean concentration of , in the air .
Solution : We construct the table :
Concentration of |
|
|
|
0.00 – 0.04 0.04 – 0.08 0.08 – 0.12 0.12 – 0.16 0.16 – 0.20 0.20 – 0.24 |
0.02 0.06 0.10 0.14 0.18 0.22 |
4 9 9 2 1 2 |
0.08 0.54 0.90 0.28 0.18 0.44 |
Total |
|
27 |
2.42 |
Using the direct method , we have
Mean
Therefore, the concentration of in the air is 0.09 ppm .
8. A class teacher has the following absentee record of 40 students of a class for the whole term . Find the mean number of days a student was absent .
Number of days |
Number of students |
0 – 6 6 – 10 10 – 14 14 – 20 20 – 28 28 – 38 38 – 40 |
11 10 7 4 4 3 1 |
Solution: We construct the table :
No. of days |
|
|
|
0 – 6 6 – 10 10 – 14 14 – 20 20 – 28 28 – 38 38 – 40 |
3 8 12 17 24 33 39 |
11 10 7 4 4 3 1 |
33 80 84 68 96 99 39 |
Total |
|
40 |
499 |
Using the direct method , we have
Mean
Therefore, the number of days is 12.475 .
9. The following table gives the literacy rate (in percentage) of 35 cities . Find the mean literacy rate .
Literacy rate (in %) |
45 – 55 |
55 – 65 |
65 – 75 |
75 – 85 |
85 – 95 |
Number of cities |
3 |
10 |
11 |
8 |
3 |
Solution: We construct the table :
Literacy rate |
|
|
|
|
45 – 55 55 – 65 65 – 75 75 – 85 85 – 95 |
50 60 70 80 90 |
– 20 – 10 0 10 20 |
3 10 11 8 3 |
– 60 – 100 0 80 60 |
Total |
|
|
35 |
– 20 |
Using the assumed mean method ,
Mean
Therefore , the mean literacy rate is 69.4% .
1. The following table shows the ages of the patients admitted in a hospital during a year :
Age (in years) |
Number of patients |
5 – 15 15 – 25 25 – 35 35 – 45 45 – 55 55 – 65 |
6 11 21 23 14 5 |
Find the mode and the mean of the data given above . Compare and interpret the two measures of central tendency .
Solution : We construct the table :
Age |
Class mark |
No. of patients |
|
5 – 15 15 – 25 25 – 35 35 – 45 45 – 55 55 – 65 |
10 20 30 40 50 60 |
6 11 21 23 14 5 |
60 220 630 920 700 300 |
Total |
|
80 |
2830 |
Here,
Using the formula ,
Mode
years
Using the direct method ,
Mean years
Therefore, the maximum number of patients admitted in the hospital are of the age 36.82 years , while on an average the age of a patient admitted to the hospital is 35.37 years .
2. The following data gives the information on the observed lifetimes (in hours) of 225 electrical components :
Lifetimes (in hours) |
Frequency |
0 – 20 20 – 40 40 – 60 60 – 80 80 – 100 100 – 120 |
10 35 52 61 38 29 |
Determine the modal lifetimes of the components .
Solution : We construct the table :
Lifetimes (in hours) |
Frequency |
0 – 20 20 – 40 40 – 60 60 – 80 80 – 100 100 – 120 |
10 35 52 61 38 29 |
Here,
Using the formula ,
Mode
Therefore, the modal lifetimes of the components is 65.63 (approx.) .
3. The following data gives the distribution of total monthly household expenditure of 200 families of a villages . Find the modal monthly expenditure of the families . Also , find the mean monthly expenditure :
Expenditure (in Rs) |
Number of families |
1000 – 1500 1500 – 2000 2000 – 2500 2500 – 3000 3000 – 3500 3500 – 4000 4000 – 4500 4500 – 5000 |
24 40 33 28 30 22 16 7 |
Solution : We construct the distribution table :
Expenditure |
Class mark |
|
|
|
1000 – 1500 1500 – 2000 2000 – 2500 2500 – 3000 3000 – 3500 3500 – 4000 4000 – 4500 4500 – 5000 |
1250 1750 2250 2750 3250 3750 4250 4750 |
– 2000 – 1500 – 1000 – 500 0 500 1000 1500 |
24 40 33 28 30 22 16 7 |
– 48000 – 60000 – 33000 – 14000 0 11000 16000 10500 |
Total |
|
|
200 |
– 117500 |
Here,
Using the formula ,
Mode
Using direct method : Here ,
Mean
Therefore, the modal monthly expenditure is Rs 1847.83 and the mean monthly expenditure is Rs 2662.5 .
4. The following distribution gives the state-wise teacher-student ratio in higher secondary schools of India . Find the mode and mean of this data . Interpret the two measures .
Number of students per teacher |
Number of states/U.T. |
15 – 20 20 – 25 25 – 30 30 – 35 35 – 40 40 – 45 45 – 50 50 – 55 |
3 8 9 10 3 0 0 2 |
Solution : We construct the distribution table :
No. of students per teacher |
|
|
|
15 – 20 20 – 25 25 – 30 30 – 35 35 – 40 40 – 45 45 – 50 50 – 55 |
17.5 22.5 27.5 32.5 37.5 42.5 47.5 52.5 |
3 8 9 10 3 0 0 2 |
52.5 180 247.5 325 112.5 0 0 105 |
Total |
|
35 |
1022.5 |
Here,
Using the formula ,
Mode
Using the direct method ,
Mean
Therefore, the most states/U.T. have a student teacher ratio of 30.6 and on an average, this ratio is 29.2 .
5. The given distribution shows the number of runs scored by some top batsmen of the world in one-day international cricket matches .
Runs scored |
Number of batsmen |
3000 – 4000 4000 – 5000 5000 – 6000 6000 – 7000 7000 – 8000 8000 – 9000 9000 – 10000 10000 – 11000 |
4 18 9 7 6 3 1 1 |
Find the mode of the data .
Solution : We construct the table :
Runs scored |
No. of batsmen |
3000 – 4000 4000 – 5000 5000 – 6000 6000 – 7000 7000 – 8000 8000 – 9000 9000 – 10000 10000 – 11000 |
4 18 9 7 6 3 1 1 |
Using the formula , Here,
Mode
6. A student noted the number of cars passing through a spot on a road for 100 periods each of 3 minutes and summarised it in the table given below . Find the mode of the data :
Number of cars |
Frequency |
0 – 10 10 – 20 20 – 30 30 – 40 40 – 50 50 – 60 60 – 70 70 – 80 |
7 14 13 12 20 11 15 8 |
Solution : We construct the table :
Number of cars |
Frequency |
0 – 10 10 – 20 20 – 30 30 – 40 40 – 50 50 – 60 60 – 70 70 – 80 |
7 14 13 12 20 11 15 8 |
Here,
Using the formula ,
Mode
1. The following frequency distribution gives the monthly consumption of electricity of 68 consumers of a locality . Find the median , mean and mode of the data and compare them .
Monthly consumption (in units) |
Number of consumers |
65 – 85 85 – 105 105 – 125 125 – 145 145 – 165 165 – 185 185 – 205 |
4 5 13 20 14 8 4 |
Solution : We the frequency distribution table :
Monthly Con. |
|
|
|
C.F. |
|
65 – 85 85 – 105 105 – 125 125 – 145 145 – 165 165 – 185 185 – 205 |
75 95 115 135 155 175 195 |
– 60 – 40 – 20 0 20 40 60 |
4 5 13 20 14 8 4 |
4 9 22 42 56 64 68 |
– 240 – 200 – 260 0 280 320 240 |
Total |
|
|
68 |
|
140 |
Here,
This observation lies in the class 125 – 145 . Then,
Using the formula ,
Median
units
Using assumed mean method ,
Here,
Mean
units
Using the formula ,
Here,
Mode
units
The three measures are approximately the same in this case .
2. If median of the distribution given below is 28.5 , find the values of and .
Class interval |
Frequency |
0 – 10 10 – 20 20 – 30 30 – 40 40 – 50 50 – 60 |
5
20 15
5 |
Total |
60 |
Solution : We construct the distribution table :
Class interval |
Frequency |
C.F. |
0 – 10 10 – 20 20 – 30 30 – 40 40 – 50 50 – 60 |
5
20 15
5 |
5
|
Total |
60 |
|
Given ,
The median is 28.5 , which lies in the class 20 – 30 .
Here,
Using the formula ,
Median
Putting the value of in , we get
The value of and .
3. A life insurance agent found the following data for distribution of ages of 100 policy holders . Calculate the median age , if policies are given only to persons having age 18 years onwards but less than 60 year .
Age (in years) |
Number of policy holders |
Below 20 Below 25 Below 30 Below 35 Below 40 Below 45 Below 50 Below 55 Below 60 |
2 6 24 45 78 89 92 98 100 |
Solution : We construction the distribution table :
Age (in years) |
|
Number of policy holders (c.f.) |
15 – 20 20 – 25 25 – 30 30 – 35 35 – 40 40 – 45 45 – 50 50 – 55 55 – 60 |
2 4 18 21 33 11 3 6 2 |
2 6 24 45 78 89 92 98 100 |
Here,
This observation lies in the class 35 – 40 . Then,
Using the formula ,
Median
years
4. The lengths of 40 leaves of a plat are measured correct to the nearest millimeter, and the data obtained is represented in the following table :
Length (in mm) |
Number of leaves |
118 – 126 127 – 135 136 – 144 145 – 153 154 – 162 163 – 171 172 – 180 |
3 5 9 12 5 4 2 |
Find the median length of the leaves .
Solution : We have ,
The lower class limit of 127 – 135 is 127 .
The upper class limit of 118 – 126 is 126 .
Difference
New Lower limit of a class
New upper limit of a class
So, New the class interval are :
We construct the table,
Length (in mm) |
Number of leaves |
C.F. |
117.5 – 126.5 126.5 – 135.5 135.5 – 144.5 144.5 – 153.5 153.5 – 162.5 162.5 – 171.5 171.5 – 180.5 |
3 5 9 12 5 4 2 |
3 8 17 29 34 38 40 |
Here,
This observation lies in the class 144.5 – 153.5 . Then,
Using the formula ,
Median
m.m.
5. The following table gives the distribution of the life time of 400 neon lamps :
Life time (in hours) |
Number of lamps |
1500 – 2000 2000 – 2500 2500 – 3000 3000 – 3500 3500 – 4000 4000 – 4500 4500 – 5000 |
14 56 60 86 74 62 48 |
Find the median life time of a lamp .
Solution : We construct the distribution table :
Life time (in hours) |
Number of lamps |
C.F. |
1500 – 2000 2000 – 2500 2500 – 3000 3000 – 3500 3500 – 4000 4000 – 4500 4500 – 5000 |
14 56 60 86 74 62 48 |
14 70 130 216 290 352 400 |
Here,
This observation lies in the class 3000 – 3500 . Then,
Using the formula ,
Median
hours .
6. 100 surnames were randomly picked up from a local telephone directory and the frequency distribution of the number of letters in the English alphabets in the surname
was obtained as follows :
Number of letters |
Number of surnames |
1 – 4 4 – 7 7 – 10 10 – 13 13 – 16 16 – 19 |
6 30 40 16 4 4 |
Determine the median number of letters in the surnames . Find the mean number of letters in the surname ? Also ,find the modal size of the surnames .
Solution : We construct the table :
Number of letters |
|
|
C.F. |
|
1 – 4 4 – 7 7 – 10 10 – 13 13 – 16 16 – 19 |
2.5 5.5 8.5 11.5 14.5 17.5 |
6 30 40 16 4 4 |
6 36 76 92 96 100 |
15 165 340 184 58 70 |
Total |
|
100 |
|
832 |
Here,
This observation lies in the class 7 – 10 . Then,
Using the formula ,
Median
Using the direct method,
Mean
Using the mode formula,
Here,
Mode
7. The distribution below gives the weights of 30 students of a class . Find the median weight of the students .
Weight (in kg) |
Number of students |
40 – 45 45 – 50 50 – 55 55 – 60 60 – 65 65 – 70 70 – 75 |
2 3 8 6 6 3 2 |
Solution: We construct the distribution table :
Weight (in kg) |
Number of students |
C.F. |
40 – 45 45 – 50 50 – 55 55 – 60 60 – 65 65 – 70 70 – 75 |
2 3 8 6 6 3 2 |
2 5 13 19 25 28 30 |
Here,
This observation lies in the class 55 – 60 . Then,
Using the formula ,
Median
kg .