17.04.2004 9.00 - 12.00 LOYOLA COLLEGE (AUTONOMOUS), CHENNAI –600 034 B.Sc., DEGREE EXAMINATION - STATISTICS FIRST SEMESTER – APRIL 2004 ST 1500/STA 500 - STATISTICAL METHODS Max:100 marks SECTION -A (10 2 = 20 marks) Answer ALL questions. 1. 2. 3. 4. 5. 6. 7. 8. 9. Give an example for primary and secondary data. What is meant by judgement sampling? Mention the difference between histogram and bar diagram? What are the characteristics of a good measure of central tendency? For a frequency distribution, the mean and mode were found to be 15 and 24 respectively. Find the median of the distribution. Comment on the following: "The mean deviation of a frequency distribution about an origin is minimum, when the origin is the mean". Define: Skewness Give an example for positive correlation. Find the regression equation of y on x given the following information: x 18; x 14; y 100; y 20; r 0.6 10. Check the consistency of the following data: (A) = 400; (AB) = 250; (B) = 550; N = 1,200. SECTION - B (5 8 = 40 marks) Answer any FIVE questions. 11. Explain the different types of classification with examples. 12. The following data relate to the monthly expenditure of two families A and B: Items of expenditure Expenditure (in Rs.) Family A Family B Food 1600 1200 Clothing 800 600 Rent 600 500 Fuel 200 100 Miscellaneous 800 600 Represent the above data by a percentage bar diagram. 13. Calculate Q1, Q2, P3 and P20 from the following data: Class Interval: 0-5 5-10 10-15 15-20 20-25 Frequency : 7 18 25 30 20 1 14. Calculate mean deviation about median and its coefficient from the following data: Class 0-10 10-20 20-30 30-40 Frequency 5 8 12 15 Class 40-50 50-60 60-70 70-80 Frequency 20 14 12 6 15. Explain the concepts of correlation and regression through an example. 16. Ten competitors in a beauty contest are ranked by 3 judges in the following order: Judge 1: 1 6 5 10 3 2 4 9 7 8 Judge 2: 3 5 8 4 7 10 2 1 6 9 Judge 3: 6 4 9 8 1 2 3 10 5 7 Use the rank correlation coefficient to determine which pair of judges has the nearest approach to common tastes in beauty. 17. Find Yule's coefficient of association between literacy and unemployment from the following data: Total Adults: 10,000 Literate: 1,290 Unemployed: 1,390 Literate unemployed: 820 Comments on the results. 18. Fit a straight line trend for the following time series. Year : 1990 1991 1992 1993 1994 Production of steel (in tonnes) : 60 72 75 65 80 Estimate the production for the year 1997. 1995 1996 85 95 SECTION - C Answer any TWO questions (2 20 = 40 marks) 19. i) Explain the various method of collecting primary data. ii) Draw 'less than' and 'more than' Ogive curves for the following data: Profit Number of Profit Number of (in lakh) Companies (in lakh) companies 10-20 6 60-70 16 20-30 8 70-80 8 30-40 12 80-90 5 40-50 18 90-100 2 50-60 25 Also find the value of the median. (10+10) 2 20. i) Calculate mode ( by grouping method) from the following data: Class interva l: 10-20 20-30 30-40 40-50 50-60 60-70 70-80 80-90 Frequency : 5 9 13 21 20 15 8 3 ii) From the prices of shares of 2 firms X and Y given below, find out which is more stable in value. Firm X: 35 54 52 53 56 58 52 50 51 49 Firm Y: 108 107 105 105 106 107 104 103 104 101 (10+10) 21. i) Explain the concept of kurtosis. ii) Calculate the first four central moments from the following frequency distribution. x: 2 3 4 5 6 f: 1 3 7 3 1 iii) Calculate Karl pearson's coefficient of correlation, for the following data and interpret its value. X: 48 38 17 23 44 Y: 45 20 40 25 45 (5+7+8) 22. i) From the following data, obtain the regression equations of Y on X and X on Y. Aptitude scores(X): 60 62 65 70 72 48 53 73 65 82 Productivity Index(Y) : 68 60 62 80 85 40 52 62 60 81 Also estimate the productivity index, when test score is 92 and the test score when productivity index is 75. ii) Explain any two methods of studying the association between attributes. (15+5) 3