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St. Philomena’s College, Mysore-15 MODULE VI: MEASURES OF CENTRAL TENDENCY: By, Prof. Susamma Chacko J.S.S. College, Nanjanagud. 2 Marks questions: 1. Which are the different measures of central tendency? 2. Mention any two measures of central tendency and state the formula used to compute them. 3. What are the uses of an average? 4. Distinguish between mean and median. 5. What is the difference between simple arithmetic mean and weighted arithmetic mean? 6. What are the uses of weighted arithmetic mean? 7. What are the properties of a good average? 8. What is meant by grouped data and ungrouped data? 9. What is the difference between individual Series, discrete Series and continuous series? 10. Define Mean. Give an example. 11. Define Median. Give an example. 12. Define Mode. Give an example. 13. Define weighted arithmetic mean. Give an example. 14. Define Harmonic mean. Give an example. 15. Define Geometric mean. Give an example. 16. Mention any two advantages of arithmetic mean. 17. Mention any two advantages of weighted arithmetic mean. 18. What are the uses of geometric mean? 19. What are the uses of harmonic mean? 20. State the formula to Calculate weighted arithmetic mean. Q 21. Calculate the mean for the following data. 40, 50, 55, 78, 58, 60, 73, 35, 43, 48 Solution : Formula = x = x = 540 = 54 n 10 File: ECO WORKSHOP-2005 1 St. Philomena’s College, Mysore-15 Q . 22. The following are the marks scored by 10 students in a test paper. Calculate the arithmetic average (mean). 75, 47, 43, 75, 50, 25, 75, 43, 42, 25 Solution: Formula = x = x n = 500 = 50 10 Q 23. Following are the height measurement of 8 persons in centimeters. Find out the mean height. 159, 161, 163, 165, 167, 169, 171, 173. Solution : Formula = x = x = 1028 = 128.5 n 8 Q 24. Daily cash earnings of 10 workers working in different industries are as follows: Calculate the average daily earnings. Rs. 50, 70, 80, 90, 100, 75, 40, 65, 85, 120 Solution: Formula = x = x = 770 = Rs. 77 n 10 Q 25. Calculate the simple arithmetic average of the following items. Size of items: 20 50 72 28 53 74 34 54 75 39 59 78 42 64 79 Solution : Formula = x = x n Alternative method: x 20 28 34 39 42 50 53 54 59 64 72 74 75 78 79 File: ECO WORKSHOP-2005 = 821 15 = 54.73 d (x-A) - 30 - 28 - 60 - 11 -8 0 3 4 9 14 22 24 25 28 29 d = 71 2 St. Philomena’s College, Mysore-15 Solution : = x = A+d n = 50 + 71 = 50 + 4.73 = 54.73 15 N.B : A = Assumed mean (Average) d = Deviation from the assumed mean n = No. of items 26. Find the harmonic mean for the following data, using the following formula 3, 5, 6, 6, 7, 10, 12. n H.M= 1 x Answer: 7 n 5.98 = 1 1.17 x 27. Estimate the median for the following observations. 1, 2, 5, 7, 9, 10, 12 Answer: M = 7 NB: M=(N+1)th item=(7+1)th= 8 =4th item. 4th item is 7 2 2 2 28. Estimate the median for the following even observations. 1, 2, 5, 7, 9, 10, 12, 14 Answer: M = (N+1)th item 2 =(8+1)th item on 9 = 4.5th item 2 2 th th Taking the average of 4 and 5 item. M = 7+9 =16 = 8 2 2 29. Locate the mode for the following ungrouped data. 3, 7, 3, 3, 5, 1, 7 Answer: Z = 3 Because 3 is the most repeated number. File: ECO WORKSHOP-2005 3 St. Philomena’s College, Mysore-15 30. Locate the mode for the following discrete data. Marks 40 50 60 70 80 90 Frequency 10 8 20 10 8 9 Answer: Z = 60 NB: Because maximum frequency (i.e. 20) is for 60 marks 31. Compute the geometric mean of 2 and 8 by using the formula G.M= n x1 x2 x3, ... xn Answer:- GM= 2 8 = 16 = 4 32. Compute the Geometric mean of 2, 4, 8 by using the formula GM= n x1 x2 x3, ... xn Answer:GM= 3 2 4 8 = 3 2 4 8 = 4 Mean, Median and Mode Mean: 5 Marks questions: 1. a) Define arithmetic mean. What are its uses? b) The following table given the monthly income of 12 families in a town. Calculate the mean. Sl No. 1 2 3 4 5 6 7 8 9 10 11 12 Monthly Income 280 180 96 98 104 75 80 84 100 76 600 20 File: ECO WORKSHOP-2005 4 St. Philomena’s College, Mysore-15 Solution: Sl N0. 1. 2. 3. 4. 5. 6. 7. 8. 9. 10. 11. 12. N =12 Monthly Income (in Rs.) (X) 280 180 96 98 104 75 80 84 100 76 600 20 x = 1793 x = x = 1793 = Rs. 149 . 42 n 12 2. The following table gives the number of children born per family in 735 families. Calculate the average number (mean) of children born per family. No of Children born per family No of families 0 1 96 108 2 3 154 126 4 5 6 7 8 9 10 11 12 13 95 62 45 20 11 6 5 5 1 1 Solution :No of Children born per family (x) 0. 1. 2. 3. 4. 5. 6. 7. 8. 9. 10. 11. 12. 13. File: ECO WORKSHOP-2005 Number of Families (f) 96 108 154 126 95 62 45 20 11 6 5 5 1 1 f = 735 fx 0 108 308 378 380 310 270 140 88 54 50 55 12 13 fx = 2166 5 St. Philomena’s College, Mysore-15 x = f x = 2166 = 2.9 or 3 f 735 The average no of Children born per family is approximately 3. 2. a) Mention the merits and demerits of arithmetic mean. b) A candidate obtains the following percentages of marks in an examination. Calculate the arithmetic mean. Subjects Sanskrit Mathematics Economics English Political Science History Geography Marks % 75 84 86 68 70 75 80 Solution:- N.B. :- n - No of subjects x - Total no of Marks. x =x n = 538 7 = 76. 85 3. a) Define arithmetic mean. What are its advantages and disadvantages? b) For the grouped discrete data given below obtain the mean. Group Marks (X) Frequency (f) 1 75 3 2 50 1 3 47 1 4 43 3 5 25 2 Solution: Formula: x = fx or fx f n Group No 1 2 3 4 5 Total X = fx f = 501 10 File: ECO WORKSHOP-2005 Marks scored (x) 75 50 45 43 25 ----- f fx 3 1 1 3 2 10 225 50 47 129 50 501 = 50.1 6 St. Philomena’s College, Mysore-15 5. Compute the arithmetic mean for the following data: Marks Scored 75 50 47 43 25 No. of Students 30 10 10 30 20 Solution: x 75 50 47 43 25 x f fx 30 10 10 30 20 f 100 2250 500 470 1290 500 fx 50110 fx 50110 50.11 x 100 6. Calculate the arithmetic mean for the following data.: Wages 5 7 9 11 13 15 No. of Workers 2 4 5 6 2 1 Solution: x 5 7 9 11 13 15 f 2 4 5 6 2 1 f 20 fx 10 28 45 66 26 15 fx 190 fx x 190 9 .5 20 x File: ECO WORKSHOP-2005 7 St. Philomena’s College, Mysore-15 Median: 7. From the following data of the wages of 7 labourers, compute the median wage. Wage (in Rs.) 1100, 1150, 1080, 1120, 1160, 1400. Solution: Step 1. Arrange the data in the ascending order. N 1 th Step 2. Apply the formula item 2 Wages (Arranged in the ascending order) 1080 1100 1120 1150 1160 1200 1400 Sl. No. 1 2 3 4 5 6 7 n=7 m N 1 2 th item 7 1 8 4 th item 2 2 The 4th item is 1150. Hence the median wage is Rs. 1150. 8. The following are the marks scored by 7 students; find out the median marks. Roll No. Marks 1 45 2 32 3 18 4 57 5 65 6 28 7 46 Solution: m N 1 2 th item. Sl. No. Roll No. 1 2 3 4 5 6 7 3 6 2 1 4 7 5 File: ECO WORKSHOP-2005 Marks (Arranged in ascending order) 18 28 32 45 57 58 65 8 St. Philomena’s College, Mysore-15 m 7 1 2 th item. 8 4th item. 2 4th item is 45 Therefore the median marks is 45 9. a) Define Median. What are its uses? b) Obtain the value of median from the following data. 391, 384, 591, 407, 672, 522, 777, 753, 2488, 1490. Solution : Step 1. Arrange the data in the ascending (descending) order. 2. Apply the formula (N+1)th item. 2 3. Take the mean of the middle two values. Data arranged in the Sl. No. ascending order 1 384 2 391 3 405 4 522 5 591 6 672 7 753 8 777 9 1490 10 2488 M = (N+1)th item = 10 + 1 = 11 = 5.5th item. 2 2 2 Take the mean of the 5th and 6th item. i.e., 591+672 = 1263 = 631.5 2 2 10. Find out the median from the following. 57, 58, 61, 42, 38, 65, 72, 60. Solution : Sl. No. 1 2 3 4 6 7 8 File: ECO WORKSHOP-2005 Values (Arranged in the ascending order) 38 42 57 58 61 65 66 72 9 St. Philomena’s College, Mysore-15 M = (N+1)th item = 8 + 1 2 2 th Size of the 4.5 item is i.e., 58 +61 = 59.5 2 = 9 = 4.5th item. 2 Mode: 11. Locate the mode for the following continues frequency distribution. Class interval 40-50 50-60 60-70 70-80 80-90 Frequency 10 8 25 10 12 Answer: Z = lo + (f0 - f1)X(l1-l0) 2f0-f1-f2 = 60 + 25 - 8 X 70-60 (2X25)-8-10 = 60 + 17 X 10 50-8-10 = 60 + 17 X 10 32 = 60 + 170 = 60+5.31 32 = 65.31 NB: First locate the modal class i.e. class having maximum frequency. 12. From the following continuous data locate the mode by using the interpolation method. Class interval 4-6 6-8 8-10 10-12 12-14 Frequency 4 5 20 15 5 Answer: Z = 8+20-5 X 10-8 2X20-5-15 =8+15X2 = 8 +1.5 20 = 9.5 13. Define Mean, Median and Mode and mention their uses. 14. Discuss the merits and demerits of Mean and Median. File: ECO WORKSHOP-2005 10 St. Philomena’s College, Mysore-15 Weighted Arithmetic Mean: 5 Marks questions: 1. A Contractor employs three types of workers -- male, female and children. To a male worker he pays Rs. 100/- per day, to a female worker Rs. 80/per day and to a child Rs. 30/- per day. He employs 10 workers in each category. What is the average wage per day paid by the contractor? Apply the weighted average method. Solution: Wx Xw = W = (10X100)+(10X80)+(10X30) 10+10+10 = (1000+800+300) 30 = 2100 30 = Rs.70 2. A contractor employs three types of workers male, female and children. To a male worker he pays Rs.80/day, to a female worker he pays Rs.60/day and to a child Rs.40/day. He employs 20 male workers, 15 female workers and 10 child workers. Calculate the weighted arithmetic mean wage. Solution: Wages /day (X) 80 60 40 File: ECO WORKSHOP-2005 No. of workers (W) 20 15 10 W=45 WX 1600 900 400 WX=2900 11 St. Philomena’s College, Mysore-15 Xw = Wx W = 2900 45 = 64.4 3. The following table shows the speed and time taken by 3 different types of trains. Calculate the weighted average speed. Speed (Miles /hour) 30 40 10 24 Time taken 50 75 6 60 Solution: Speed (Miles /hour) (X) 30 40 10 24 Average speed WX 1500 3000 60 1440 WX=6000 = 6000/191 = File: ECO WORKSHOP-2005 Time taken (W) 50 75 6 60 W=191 31.41miles/hour 12 St. Philomena’s College, Mysore-15 4. The following table indicates the increase in cost of living for a working class family and the weights assigned to each item. Find out the weighted average of the increase in cost of living. Items Food Rent Clothing Fuel and light Other items Percentage Increase 29 54 97.5 75 75 Weights 7.5 2.0 1.5 1.0 0.5 Solution: Items Food Rent Clothing Fuel and light Other items Percentage Increase(X) 29 54 97.5 75 75 Weights (W) 7.5 2.0 1.5 1.0 0.5 W=12.5 WX 217.50 108.00 146.25 75.00 37.50 WX=584.25 Wx Xw = W = 584.25 12.5 = 46.74 % 5. The following table gives the total number of labour force and the ratio of unemployment in 5 states. Find the weighted arithmetic mean. States Karnataka Tamil Nadu Andra pradesh Maharashtra Kerala File: ECO WORKSHOP-2005 Unemployment ratio 203 195 250 300 200 Total No. of labour force (in thousands) 183 198 201 107 210 13 St. Philomena’s College, Mysore-15 Solution: States Karnataka Tamil Nadu Andra pradesh Maharashtra Kerala Xw = = Unemployment ratio ( X) 203 195 250 300 200 Total No. of labour force (in thousands) (W) 183 198 201 107 210 W=899 WX 37149 38610 50250 32100 42000 WX=200109 Wx W = 200109 899 222.5 = 22.25% 6. From the following data find out the academic performance of a student, by using the weighted arithmetic mean method. Work Seminar Test Assignment Marks/100 45 62 52 Weights 4 2 3 Solution: Work Seminar Test Assignment Marks/100 (X) 45 62 52 Weights (W) 4 2 3 W=9 WX 180 124 156 WX=460 Wx Xw = W = 460/9 = 51.1 File: ECO WORKSHOP-2005 14 St. Philomena’s College, Mysore-15 7. The following table shows the results of two colleges. Which is better on the average? Colleges College A College B Courses No.of No.of Marks % Marks % students students I degree 200 70 150 80 II degree 150 60 100 60 III degree 100 80 50 80 Solution: College A : Xw A = Wx W = (200X70)+(150X60)+(100X80) 200+150+100 = 31000/450 = 68.9 College B : Xw B = Wx W = (150X80)+(100X60)+(50X80) 150+100+50 = 22000/300 = 73.3 College B is better because the average is more. File: ECO WORKSHOP-2005 15 St. Philomena’s College, Mysore-15 Alternative method Colleges Courses College B College A I degree No.of students (X) 200 II degree 150 60 9000 100 60 6000 III degree 100 80 8000 50 80 4000 W=450 WX= 31000 W=300 WX= 22000 Xw A = Marks % (W) WX 70 14000 No.of students (X) 150 Marks % (W) WX 80 12000 Wx W = 31000/450 = 68.9 Wx W = 22000/300 Xw B = = 73.3 Harmonic Mean 5 Marks Questions: 1. The monthly income of 10 families in a certain village are given below. Calculate the Harmonic Mean by using the following formula HM= Family Income (in RS) File: ECO WORKSHOP-2005 1 85 2 70 3 10 4 75 5 500 6 8 7 42 8 250 9 40 n 1 x 10 36 16 St. Philomena’s College, Mysore-15 Solution: Family 1 2 3 4 5 6 7 8 9 10 N=10 Income (x) 85 70 10 75 500 8 42 250 40 36 Harmonic Mean = Harmonic Mean = 1/x 0.1176 0.1426 0.1000 0.1333 0.0020 0.1250 0.2318 0.0040 0.0250 0.2778 (1/x) = 0.3463 n OR (1/x1 +1/x2 + 1/x3-----1/xn) 10 0.346 n (1/x) = 28.87 2. A truck company has 5 trucks to bring red soil from a pit of 5kms away from the brickyard. The following table shows the time taken per load of all the 5 trucks. Obtain the harmonic mean by using the formula HM= Truck no Minutes per hour 1 48 2 40 n 3 40 1 x 4 48 5 32 Solution: Truck no 1 2 3 4 5 n=5 Minutes per hour 48 40 40 48 32 Harmonic Mean = = File: ECO WORKSHOP-2005 n (1/x) 40.7 1/x 0.0208 0.0250 0.0250 0.0208 0.0312 x =0.1228 = 5/(0.1228) 17 St. Philomena’s College, Mysore-15 3. Calculate the harmonic Mean for the following data by using the formula Size of Items Frequency 6 4 7 6 8 9 9 5 10 2 n 1 f x 11 8 Solution: - x 6 7 8 9 10 11 F 4 6 9 5 2 8 1/x 0.167 0.143 0.125 0.111 0.100 0.090 f (1/x) 0.6668 0.8574 1.1250 0.5555 0.2000 0.7272 f(1/x)=4.1319 f = 34 Harmonic Mean = n f(1/x) = 34 4.1319 = 8.23 4. From the following data Compute the value of harmonic Mean Marks No of Students 10 20 Solution: Marks (x) 10 20 25 40 50 f 20 30 50 15 5 Harmonic Mean = 25 50 1/x 0.100 0.050 0.040 0.025 0.020 (1/x)=0.235 N f x = 120 5.97 File: ECO WORKSHOP-2005 20 30 or = f f x 40 15 50 5 F(1/x) 2.00 1.50 2.00 0.37 0.10 f(1/x)=5.97 20.08 18 St. Philomena’s College, Mysore-15 5. From the following data compute the value of harmonic mean. Use the formula HM= f f m Class 10-20 interval Frequency 4 20-30 30-40 40-50 50-60 6 10 7 3 f 4 6 10 7 3 f=30 f/m 0.267 0.240 0.286 0.156 0.055 (f/m)=1.004 Solution Class interval 10-20 20-30 30-40 40-50 50-60 Midpoints 15 25 35 45 55 Harmonic Mean = N f m or f f m 30 = 29.88 = 1.004 6. Calculate harmonic mean of the following data. Use the formula HM= Marks Frequency Solution: Marks 30-40 40-50 50-60 60-70 70-80 80-90 90-100 File: ECO WORKSHOP-2005 30-40 40-50 15 13 N f m 50-60 8 Mid value (m) 35 45 55 65 75 85 95 60-70 6 70-80 15 Frequency (f) 15 13 8 6 15 7 6 f=70 80-90 90-100 7 6 1/m 0.02857 0.02222 0.01818 0.01534 0.01333 0.01176 0.01053 f/m 0.42855 0.28886 0.14544 0.09264 0.19995 0.08232 0.06318 (f/m)=1.30034 19 St. Philomena’s College, Mysore-15 f Harmonic Mean = f m = 70 1.300 = or N f m 53.83 GEOMETRIC MEAN 5 Marks questions: 1. Calculate Geometric mean of the following by using the formula GM=antilog of log x n Solution: Log of x 1.6990 1.8573 1.7324 1.9138 1.9685 x 50 72 54 82 93 log x 9.1710 GM= 50 72548293 Or log x N 9.1710 Anti log 1.8342 68.26 = Antilog 5 GM = Antilog 2. Daily income of ten families of a particular place in given below. Find out the Geometric mean by using the formula GM= Antilog of log x N Income in Rs. 85, 70, 15, 75, 500, 8, 45, 250, 40, 36 x 85 70 15 75 500 8 45 250 40 36 File: ECO WORKSHOP-2005 log x 1.9294 1.8451 1.1761 1.8751 2.6990 0.9031 1.6532 2.3979 1.6021 1.5563 log x 17.6373 20 St. Philomena’s College, Mysore-15 GM = Antilog of = Antilog log x N 17.6373 10 = 58.03 3. For the grouped data given below obtain the geometric mean by using the formula GM = Antilog f log x . N 10 2 x f 100 3 1000 2 10000 3 Solution: f 2 3 2 3 x 10 100 1000 10000 f 10 GM = Antilog Log x 1 2 3 4 f log x 2 6 6 12 f log x 26 f log x N Here N= c.f. = Antilog of 26 10 = 398.1 File: ECO WORKSHOP-2005 21 St. Philomena’s College, Mysore-15 Discrete series 10 Marks questions: 4. The following table gives the weight of 31 persons in a sample survey. Calculate Geometric mean by using the formula GM = Antilog f log x N Solution: Weight (in lbs) No. of persons. Size of item 130 135 140 145 146 148 149 150 157 130 135 140 145 146 148 149 150 157 3 4 6 6 3 5 2 1 1 Frequency 3 4 6 6 3 5 2 1 1 N=31 Log x 2.1139 2.1303 2.1461 2.1614 2.1644 2.1703 2.1732 2.1761 2.1959 f log x 6.3417 8.5212 12.8766 12.9684 6.4932 10.8515 4.3464 2.1761 2.1959 f log x 66.7710 f log x N 66.7710 Anti log of 2.1539 = Antilog 31 GM = Antilog G.M. Weight = 142.5 lbs 5. Find out the Geometric mean of the following data by using the formula GM = Antilog f log m N Field of Wheat 7.5-10.5 10.5-13.5 13.5-16.5 16.5-19.5 19.5-22.5 22.5-25.5 25.5-28.5 File: ECO WORKSHOP-2005 No. of farms 5 9 19 23 7 4 1 22 St. Philomena’s College, Mysore-15 Solution: Mid Value 9 12 15 18 21 24 27 log m 0.9542 1.0792 1.1761 1.2553 1.3222 1.3802 1.4314 f 5 9 19 23 7 4 1 N=68 f log m 4.7710 9.7128 22.3459 28.8719 9.2554 5.5208 1.4314 f log m 81.9092 f log m N 81.9092 = Antilog of 68 GM = Antilog = 16.02 6. Compute the Geometric mean of the following data. Use the formula GM = Antilog of Marks No. of Students f log m N 0-10 10-20 20-30 30-40 40-50 5 7 15 25 8 Solution: Marks 0-10 10-20 20-30 30-40 40-50 Midpoints (m) 5 15 25 35 45 GM = Antilog Log m Frequency f. log m 0.6990 1.1761 1.3979 1.5441 1.6532 5 7 15 25 8 3.4950 8.2327 20.9685 38.6025 13.2256 60 84.5243 84.5243 60 = Antilog 1.40874 = 25.64 File: ECO WORKSHOP-2005 23 St. Philomena’s College, Mysore-15 Mean 10 Marks Questions: 1. a) Define mean. What are its advantages and disadvantages? b) The following table gives the monthly income of 10 employees in an office. Calculate the arithmetic mean of income. Income (In Rs.) 1780, 1760, 1690, 1750, 1840, 1920, 1100, 1810, 1050, 1950. Solution : Direct Method : x = x = 16650 n 10 = Rs. 1665 Shortcut Method: Employee Income 1 2 3 4 5 6 7 8 9 10 n = 10 1780 1760 1690 1750 1840 1920 1100 1810 1050 1950 x = A + d n = 1800 + - 1350 10 Deviations from assumed mean (x-1800) - 20 - 40 - 110 - 50 + 40 + 120 - 700 + 10 - 750 + 150 d = - 1350 = 1800 + (-1350) 1800 – 135 = 1665 The average income is Rs. 1665 NB: A= 1800 2. From the following data of the marks obtained by 60 students of a class, calculate the arithmetic mean by using Direct Method & Short cut method. Marks No. of Students File: ECO WORKSHOP-2005 20 8 30 12 40 20 50 10 60 6 70 4 24 St. Philomena’s College, Mysore-15 Solution : Direct Method : Marks 20 30 40 50 60 70 x = fx n Shortcut Method: x = fx f No. of Students 8 12 20 10 6 4 f = 60 = 2460 60 x 20 30 40 50 60 70 fx 160 360 800 500 360 280 fx = 2460 = 41 f 8 12 20 10 6 4 f = 60 d (x-40) - 20 - 10 0 10 20 30 fd - 160 - 120 0 100 120 120 fd = 60 x = fd = 40 + 60 = 41 f 60 N.B A – Assumed mean D – Deviations from the assumed mean. Here 40 is the assumed mean. 3. Calculate the mean for the following data by using direct method and short cut method. 1 21 Value Frequency 2 30 Solution: Direct Method: x 1 2 3 4 5 6 7 8 9 10 File: ECO WORKSHOP-2005 3 28 x = fx f f 21 30 28 40 26 34 40 9 15 57 f = 300 4 40 5 26 6 34 7 40 8 9 9 15 10 57 fx 21 60 84 160 130 204 280 72 135 570 fx = 1716 25 St. Philomena’s College, Mysore-15 x = fx f = 1716 300 = 5.72 Shortcut Method: x 1 2 3 4 5 6 7 8 9 10 x = fd f f 21 30 28 40 26 34 40 9 15 57 f = 300 = 216 300 d (x-A) (x-5) -4 -3 -2 -1 0 1 2 3 4 5 = 5 + 0.72 fd -84 -90 -56 -40 0 34 80 27 60 285 fd = 216 = 5.72 4. From the following data find out the mean profits. Profits per shop (In Rs.) 100-200 200-300 300-400 400-500 500-600 600-700 700-800 No. of Shops 10 18 20 26 30 28 18 Solution: Direct Method: x = fm f Profits per shop (Class interval) 100-200 200-300 300-400 400-500 500-600 600-700 700-800 File: ECO WORKSHOP-2005 No. of Shops 10 18 20 26 30 28 18 f = 150 Mid Points of class intervals (m) 150 250 350 450 550 650 750 fm 1500 4500 7000 11700 16500 18200 13500 fm = 72900 26 St. Philomena’s College, Mysore-15 x = fm = 72900 = 486 f 150 The average profit is Rs. 486. Shortcut Method: x = A + fd or = A + fd f n Class interval f m 100-200 200-300 300-400 400-500 500-600 600-700 700-800 10 18 20 26 30 28 18 f = 150 150 250 350 450 550 650 750 x = A + fd = 450 + 5400 = 450 + 36 f 150 d (m-450) -300 -200 -100 0 100 200 300 fd -3000 -3600 -2000 0 3000 5600 5400 fd = 5400 = 486 N.B : A – Assumed Mean. Here we have taken 450 as the assumed mean. 5. For the data given below calculate the mean. Strength 60-65 65-70 70-75 75-80 80-85 85-90 90-95 95-100 100-105 105-110 110-115 115-120 No. of lots 1 3 10 18 20 16 14 14 6 4 2 1 x = fm f (m = Mid point of class intervals) Solution: File: ECO WORKSHOP-2005 27 St. Philomena’s College, Mysore-15 No. of Lots (f) 1 3 10 18 20 16 14 14 6 4 2 1 100 Strength 60-65 65-70 70-75 75-80 80-85 85-90 90-95 95-100 100-105 105-110 110-115 115-120 Total Solution: x = fm f Mid value (m) 62.5 67.5 72.5 77.5 82.5 87.5 92.5 97.5 102.5 107.5 112.5 117.5 fm 62.5 202.5 365.5 775.0 1485.0 1750.0 1480.0 1365.0 615.0 430.0 225.0 117.5 8870 = 8870 = 88.70 100 6. From the following data calculate arithmetic mean. Marks 0-10 10-20 20-30 30-40 40-50 50-60 Solution: Class interval 0-10 10-20 20-30 30-40 40-50 50-60 Solution: x = fm f File: ECO WORKSHOP-2005 f 5 10 25 30 20 10 f = 100 No. of students 5 10 25 30 20 10 m 5 15 25 35 45 55 fm 25 150 625 1050 900 550 fd = 3300 = 3300 = 33 100 28 St. Philomena’s College, Mysore-15 7. Comment on the performance of the students of 3 universities given below by using the weighted average method. Universities Bombay No. of Pass % Student s 71 3 83 4 73 5 74 2 65 3 66 3 Course of Study M.A M.Com BA B.com BSC MSC Calcutta No. of Pass % Student s 82 2 76 3 73 6 76 7 65 3 60 7 Madras No. of Pass % Student s 81 2 76 3 74 4 58 2 70 7 73 2 Solution: Universities Course of Study M.A M.Com BA B.com BSC MSC Bombay Calcutta Madras x w wx x w wx x w wx 71 83 73 74 65 66 3 4 5 2 3 3 w= 20 213 332 365 148 195 198 wx= 1451 82 76 73 76 65 60 2 3 6 7 3 7 w= 28 164 228 438 532 195 420 wx= 1977 81 76 74 58 70 73 2 3 4 2 7 2 w= 20 162 228 296 116 490 146 wx= 1438 xw = wx w Bombay - 1451 = 72.55 20 Calcutta - 1977 = 70.61 28 Madras – 1438 = 71.9 20 Answer: Bombay University has the best performance. Weighted Arithmetic Mean 8. A candidate obtains the following percentages of marks in an examinations. Sanskrit Mathematics Economics English Political Science History Geography File: ECO WORKSHOP-2005 75 84 56 78 57 54 47 29 St. Philomena’s College, Mysore-15 It is agreed to give double weight to marks in English, Mathematics and Economics. What is the weighted means? Solution: Subjects Marks (x) Sanskrit Mathematics Economics English Political Science History Geography 75 84 56 78 57 54 47 x w= wx w Weights (w) 1 2 2 2 1 1 1 w = 10 Weighted marks (wx) 75 168 112 156 57 54 47 wx = 649 = 649 = 64.9 10 10. Calculate the mean, median and mode for the following data. x f 10-20 3 20-30 4 30-40 10 40-50 5 50-60 2 Solution: x = fm f x 10-20 20-30 30-40 40-50 50-60 f 3 4 10 5 2 f =24 m 15 25 35 45 55 Mean Median fm cf 45 3 100 7 350 17 225 22 110 24 fm=830 x = 830 = 34.58 24 Median: M= ( n 1) th N item or thitem 2 2 =(24+1) 25 = 12.5 th item or 12th item. 2 2 Median comes in 30-40 class interval. File: ECO WORKSHOP-2005 30 St. Philomena’s College, Mysore-15 N c. f 2 M i f 24 7 2 30 10 10 Mode Z = 3 Median-2 mean. on 3M-2x =(3X35)-(2X34.58) = 105-69.16 = 39.84 11.Calculate the mean, median and mode for the following data. Age 55-60 50-55 45-50 40-45 35-40 30-35 25-30 20-25 No of People 7 12 15 20 30 33 28 14 Solution: NB: Step1. Arrange the data in the ascending order to calculate median. 20-25 25-30 30-35 35-40 40-45 45-50 50-55 55-60 f 14 28 33 30 20 15 13 7 f=160 x = fm f 5892.5 = 36.8 160 Median: n M = th item = 2 m 22.5 27.5 32.5 37.5 42.5 47.5 52.5 57.5 fm 315 770 1072.5 1125 850 675 682.5 402.5 5892.5 c.f 14 42 75 165 125 140 153 160 160 = 80th item 2 80th item is in between 35 and 40 File: ECO WORKSHOP-2005 31 St. Philomena’s College, Mysore-15 c. f . i f # It can also be done in the descending order. Median = L + N 2 = 35+ 80-75 X 5 30 = 35+ 25 =35 + 0.83 = 35.83 30 Mode Z = 3 median - 2 mean =(3 X 35.83)-(2 X 36.8) =107.49-73.6 =33.89 12. Calculate the mean, median and mode for the following data. Wage (Rs) 90 70 50 30 20 10 No. of workers 2 4 5 6 2 1 Solution: Mean (X) = fx f X 90 70 50 30 20 10 f 2 4 5 6 2 1 f=20 Mean:- Median:- File: ECO WORKSHOP-2005 fx 180 280 250 180 40 10 fx=940 (X) = 940 20 = 47 n 1 th M= item 2 32 St. Philomena’s College, Mysore-15 x 90 70 50 30 20 10 f 2 4 5 6 2 1 cf 2 6 11 17 19 20 M=(20+1)/2 = 21/2 = 10.5th item 10.5th item comes in 50. Therefore median value is 50. Mode: Mode(Z)=3M-2X =(3X50)-(2X47) = 150 – 92 = 58 Note: if the data is in the irregular form, arrange them in the ascending order to find out the median. 13. Calculate the mean, median and mode from the following frequency distribution of marks at a test in statistics. Marks No. of Students Solution: Direct Method: Marks 5 10 15 20 25 30 40 45 50 5 20 15 75 x = fx f No. of Students (f) 20 43 75 76 72 45 9 8 50 f = 398 x = fx = 7295 n 398 Median m = (n+1) th item 2 File: ECO WORKSHOP-2005 10 43 20 76 25 72 30 45 40 9 45 8 50 50 fx cf 100 430 1125 1520 1800 1350 360 360 250 fx = 7295 20 63 138 214 286 331 340 348 398 = 18.3 33 St. Philomena’s College, Mysore-15 = (398 + 1) = 399 = 199.5th item 2 2 th = 199.5 item belong to 20 = M = 20 Mode: Z = 3M = 2x or 3 Median –2 Mean. (3x20) – (2x18.3) 60 – 36.6 23.4 Median 10 Marks questions: 1. a) Define median. What are its uses? b) From the following data find the value of the median: Income (in Rs.) Marks 1000 1500 800 2000 2500 1800 24 26 16 20 6 30 Solution: Steps: 1. Arrange the data in the ascending order 2. Find out the cumulative frequencies N 1 th 3. Apply the formula item 2 Income (Arranged in the ascending order) 800 1080 1500 1800 2000 2500 M N 1 2 th No. of Persons 16 24 26 30 20 6 Cumulative frequency c.f. 16 40 66 96 116 122 item. NB: Here N= Cumulative frequency 122 1 123 M 61.5 th item. 2 2 61.5th item is 1500 The median value is 1500 NB: Same procedure for both even number and odd number of observations. File: ECO WORKSHOP-2005 34 St. Philomena’s College, Mysore-15 2. a) what are the merits and demerits of median? b) Locate median from the following: Size of Shoes 5 5.5 6 6.5 7 7.5 8 Frequency 10 16 28 15 30 40 34 Solution: Size of Shoes 5 5.5 6 6.5 7 7.5 8 Median 173 1 2 th F 10 16 28 15 30 40 34 c.f. 10 26 54 69 99 139 173 item. = 87th item. Size of 87th item is 7 Therefore Median size of shoe is 7 3. Locate the median for the following data Weekly Wage 100 200 150 250 300 No. of Workers 10 25 12 33 20 Solution: x 100 200 150 250 300 File: ECO WORKSHOP-2005 f 10 25 12 33 20 cf 10 22 47 80 100 35 St. Philomena’s College, Mysore-15 M N 1 2 = or M cf 1 2 100 1 101 50.5 th item 2 2 50.5th item comes in 250 Therefore Median is 250 4. Calculate the median for the following Marks Frequency 40 7 50 3 70 5 75 6 90 4 Solution: Group Marks (x) Frequency (f) 1 2 3 4 5 40 50 70 75 90 7 3 5 6 4 M= Value of = N 1 2 25 1 2 th th Cumulative frequency c.f. 7 10 15 21 25 item. item. = 26 13 2 th item. The 13th item belongs to the third group and the value of x corresponding to the 3rd group is 70 Hence the Median M=70 5. Calculate the median for the following frequency distributions. Marks 5-10 10-15 15-20 20-25 25-30 30-35 35-40 40-45 45-50 File: ECO WORKSHOP-2005 No. of Students 7 15 24 31 42 30 26 15 10 36 St. Philomena’s College, Mysore-15 Solution: Marks (Class interval) 5-10 10-15 15-20 20-25 25-30 30-35 35-40 40-45 45-50 Median= f cf 7 15 24 31 42 30 26 15 10 7 22 46 77 119 149 175 190 200 N 200 100 The 100th item lies in 25-30 marks group L 25 2 2 N c. f M L 2 i f 200 77 = 25 2 5 42 = 25 100 77 5 25 (.54 5) 42 = 27.3 NB: L- Lower limit of the median class f- frequency of median class cf- cumulative frequency of the class proceeding the median class i- class interval of median class N- cumulative frequency 6. Calculate the median from the following table: Marks 10-25 25-40 40-55 55-70 70-85 85-100 File: ECO WORKSHOP-2005 Frequency 6 20 44 26 3 1 37 St. Philomena’s College, Mysore-15 Solution: Marks 10-25 25-40 40-55 55-70 70-85 85-100 Median= N 2 th f 6 20 44 26 3 1 c.f. 6 26 70 96 99 100 item 100 50 th item 2 N cf 2 M=L+ i f = 100 26 2 = 40+ 15 44 50 26 15 44 24 = 40+ 15 44 = 40+ = 40+0.54x15 = 40+8.18 = 48.18 7. Find out the median for the following data: Class interval 0-10 10-20 20-30 30-40 40-50 No. of persons 5 11 19 21 16 Solution: x 0-10 10-20 20-30 30-40 40-50 File: ECO WORKSHOP-2005 f 5 11 19 21 16 cf 5 16 35 56 72 38 St. Philomena’s College, Mysore-15 N 2 Median= th item 72 36 2 36 comes in 30-40 class interval L 30 = N c. f 2 M=L+ i f 36 35 10 21 1 =30+ 10 21 =30.5 =30+ 8. The following table shows age distribution of persons in a particular region. Find the median age. Age 0-10 10-20 20-30 30-40 40-50 50-60 60-70 70-80 No. of persons 2 3 4 3 2 1 0.5 0.1 Solution: Class interval 0-10 10-20 20-30 30-40 40-50 50-60 60-70 70-80 f 2 3 4 3 2 1 0.5 0.1 c.f. 2 5 9 12 14 15 15.5 15.6 Median less in the 20-30 age group N cf 2 M=L+ i f File: ECO WORKSHOP-2005 39 St. Philomena’s College, Mysore-15 15.6 5 =20 + 2 10 27 years 4 NB: Find the median class first, and then apply the formula N 15.6 7.8 2 2 7.8 Comes in 20-30-class interval. File: ECO WORKSHOP-2005 40