24._Dec_2021 MMPC-5.pdf 25._June_2022 MMPC-005.pdf 26._Dec_2022 MMPC-005.pdf No. of Printed Pages : 4 MMPC-005 MANAGEMENT PROGRAMME (MP) Term-End Examination December, 2021 MMPC-005 : QUANTITATIVE ANALYSIS FOR MANAGERIAL APPLICATIONS Time : 3 hours Maximum Marks : 100 Note : (i) Section A has six questions, each carrying 15 marks. Attempt any four questions. (ii) Section B is compulsory and carries 40 marks. Attempt both questions. (iii) Use of calculator is permissible. SECTION A 1. What do you understand by probability sampling methods ? Explain the various types of probability sampling. MMPC-005 1 P.T.O. 2. Find the coefficient of correlation from the following data : 3. Fertilizer used (in metric tonnes) 15 Productivity (in metric tonnes) 85 18 93 20 95 24 105 30 120 35 130 40 150 50 160 Assume the mean height of soldiers to be 68·22 inches with a variance of 10·8 inches. How many soldiers in a regiment of 1000 would you expect to be over 6 feet tall ? (Given : From Z table area between 0 and 1·15 = 0·3749) 4. ‘‘The primary purpose of forecasting is to provide valuable information for planning the design and operation of the enterprise. Planning decisions may be long-term, medium-term and short-term.’’ In view of the statement, explain the application of forecasting for long-term decisions. MMPC-005 2 5. What do you understand by the term ‘‘Probability theory’’ ? Explain different approaches to Probability theory. 6. Write short notes on any three of the following : (a) Mathematical Properties of Median (b) Normal Distribution (c) One-Tailed Test (d) Hypothesis Testing Procedure (e) Regression Analysis MMPC-005 3 P.T.O. SECTION B 7. What do you understand by the term ‘‘classification of data’’ ? What is the main reason of classifying data ? Also, explain some common types of classification. 8. A coin is tossed 6 times. What is the probability of obtaining 4 or more heads ? What is the probability of getting at least 2 heads ? MMPC-005 4 MMPC-005 No. of Printed Pages : 4 MANAGEMENT PROGRAMME (MP) Term-End Examination June, 2022 MMPC-005 : QUANTITATIVE ANALYSIS FOR MANAGERIAL APPLICATIONS Time : 3 Hours Note : (i) Section Maximum Marks : 100 A has six questions, each carrying 15 marks. Attempt any four questions. (ii) Section B is compulsory and carries 40 marks. Attempt both questions. (iii) Use of calculator is permissible. Section—A 1. “The standard deviation is the most widely used and important measure of variation.” Comment on the statement. Also, discuss the properties of a good measure of variation. P. T. O. [2] MMPC-005 2. From the following data, compute arithmetic mean by short-cut method : Marks No. of Students 0—10 5 10—20 10 20—30 25 30—40 30 40—50 20 50—60 10 3. Find the coefficient of correlation between X and Y from the following data : X Y 1 12 2 11 3 13 4 15 5 14 6 17 7 16 8 19 9 18 [3] MMPC-005 4. “Time series analysis is one of the most powerful methods in use, especially for shortterm forecasting purposes.” Comment on the statement. Also, explain the decomposition method. 5. What are the various key issues in decision theory ? Explain the decision tree approach. 6. Write short notes on any three of the following : (a) Coefficient of variation (b) Bayes’ theorem (c) Probability sampling method (d) Correlation coefficient (e) Chi-square distribution Section—B 7. A company that manufactures batteries guarantees them a life of 24 months. (i) If the average life has been found in tests to be 33 months and a S. D. of 4 months, how many will have to be replaced under guarantee if a normal distribution is assumed for battery lifetimes ? P. T. O. [4] MMPC-005 (ii) If annual sales are 10,000 batteries at a profit of ` 50 each and each replacement costs the company ` 100, find the net profit. 8. What do you understand by the term “Hypothesis” ? Explain null and alternate hypothesis along with the help of examples. MMPC–005 MMPC-005 No. of Printed Pages : 4 MANAGEMENT PROGRAMME (MP) Term-End Examination December, 2022 MMPC–005 : QUANTITATIVE ANALYSIS FOR MANAGERIAL APPLICATIONS Time : 3 Hours Maximum Marks : 100 Note : Section A has six questions, each carrying 15 marks. Attempt any four questions. Section B is compulsory and carries 40 marks. Attempt both questions. Use of calculator is permissible. Section—A 1. “The arithmetic mean is the most commonly used and readily understood measure of central tendency.” Do you agree ? Comment. Also, P. T. O. [2] explain the MMPC-005 mathematical properties of arithmetic mean. 2. The distribution of the total time a light bulb will burn from the moment it is first put into service is known to be exponential with mean time between failure of the bulbs equal to 1000 hrs. What is the probability that a bulb will burn more than 1000 hours ? (Given e = 2.718) 3. Calculate the standard deviation of following distribution : Age No. of Persons 20—25 170 25—30 110 30—35 80 35—40 45 40—45 40 45—50 35 the [3] 4. What do you understand MMPC-005 by ‘Correlation Coefficient’ ? Discuss the different types of association between variables. 5. Explain the ‘Chi-square distribution’. Explain how would you use it in testing independence of categorised data and testing the goodness of fit. 6. Write short notes on any three of the following : (a) Guidelines for choosing the class (b) Poisson distribution (c) Two-tailed test (d) Type I and Type II error (e) Rank correlation Section—B 7. Calculate the coefficient of correlation from the following data : X Y 9 15 8 16 7 14 P. T. O. [4] MMPC-005 6 13 5 11 4 12 3 10 2 8 1 9 8. Explain the concept of Bernoulli process along with Binomial Distribution in detail. MMPC–005