B.V.V.Sangha’s Institute of Management Studies, Bagalkot TEACHING PLAN Subject: Business Data Analysis Work Load: 4 Internal Marks: 20 Breakup of Internal Marks: Name Of the Faculty: Prof. Guruprasad Koti Class No Topics to be covered 1 2 3 4 5 6 7 Determinants and matrices, Determinants and matrices, Determinants and matrices, Determinants and matrices, Determinants and matrices, Determinants and matrices, Introduction to Statistics – Meaning and definition, Importance and scope of statistics, Application of statistics in managerial decision making, Limitations of statistics Data collection methods, classification and tabulation Frequency distribution- Discrete and Continuous frequency distribution Graphs and diagrams Graphs and diagrams Measures Of Central Tendency: Introduction Arithmetic Mean, (Grouped & ungrouped data), Median, (Grouped & ungrouped data), 8 9 10 11 12 13 14 15 Contact Hours: 4 Credit Points: 4 Module No 1 1 1 1 1 1 1 Pedagogy Teaching with problems/ Assignments. 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Chalk &Board 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 Mode, (Grouped & ungrouped data), Combined Mean Weighted Mean, Geometric Mean, Harmonic mean Introduction to skewness & kurtosis Measures of Dispersion: Range, Interquartile Range Quartile Deviation, Standard deviation Coefficient of Variation Correlation: Types of correlation Correlation & Causation, Scatter Diagram, Karl Pearson s Coefficient of correlation Karl Pearson s Coefficient of correlation Rank correlation. Rank correlation.(Repeated Ranks Regression: Introduction Simple Regression, Method of Least Squares, Method of Least Squares, Regression Coefficients Time Series - Introduction, Components of time series The Trend – Method of Moving Averages, The Trend – Method of Moving Averages, Method of Least Square Method of Least Square Seasonal Variation - Method of Simple Averages, Method of Moving Averages, Ratio to Trend Method Cyclical Variation; Irregular Variation Counting Techniques (Permutation & Combinations) 2 2 2 2 2 2 Teaching with problems/ Assignments. Teaching with problems/ Assignments. Teaching with problems/ Assignments. Teaching with problems/ Assignments. Teaching with problems/ Assignments. Teaching with problems/ Assignments. Chalk &Board Chalk &Board Chalk &Board Chalk &Board Chalk &Board Chalk &Board 2 2 2 3 3 3 3 3 3 3 3 3 3 3 3 4 4 4 Teaching with problems/ Assignments. Teaching with problems/ Assignments. Teaching with problems/ Assignments. Teaching with problems/ Assignments. Teaching with problems/ Assignments. Teaching with problems/ Assignments. Teaching with problems/ Assignments. Teaching with problems/ Assignments. Teaching with problems/ Assignments. Teaching with problems/ Assignments. Teaching with problems/ Assignments. Teaching with problems/ Assignments. Teaching with problems/ Assignments. Teaching with problems/ Assignments. Teaching with problems/ Assignments. Teaching with problems/ Assignments. Teaching with problems/ Assignments. Teaching with problems/ Assignments. Chalk &Board Chalk &Board Chalk &Board Chalk &Board Chalk &Board Chalk &Board Chalk &Board Chalk &Board Chalk &Board Chalk &Board Chalk &Board Chalk &Board Chalk &Board Chalk &Board Chalk &Board Chalk &Board Chalk &Board Chalk &Board 4 Teaching with problems/ Assignments. Chalk &Board 4 4 4 Teaching with problems/ Assignments. Teaching with problems/ Assignments. Teaching with problems/ Assignments. Chalk &Board Chalk &Board Chalk &Board 4 4 4 5 Teaching with problems/ Assignments. Teaching with problems/ Assignments. Teaching with problems/ Assignments. Teaching with problems/ Assignments. Chalk &Board Chalk &Board Chalk &Board Chalk &Board 48 49 50 51 52 53 54 55 56 57 58 59 60 Counting Techniques (Permutation & Combinations) Random Variable, Basic concepts of probability, basic rules of probability (Addition, multiplication law), basic rules of probability (Addition, multiplication law), conditional probability conditional probability Bayes theorem Discrete & continuous variables, commonly used probability distributions, Discrete & continuous variables, commonly used probability distributions, Binomial, Poisson, Normal distributions and their characteristics. Normal distributions and their characteristics. 5 Teaching with problems/ Assignments. Chalk &Board 5 Teaching with problems/ Assignments. Chalk &Board 5 Teaching with problems/ Assignments. Chalk &Board 5 Teaching with problems/ Assignments. Chalk &Board 5 5 5 5 Teaching with problems/ Assignments. Teaching with problems/ Assignments. Teaching with problems/ Assignments. Teaching with problems/ Assignments. Chalk &Board Chalk &Board Chalk &Board Chalk &Board 5 Teaching with problems/ Assignments. Chalk &Board 5 5 5 Teaching with problems/ Assignments. Teaching with problems/ Assignments. Teaching with problems/ Assignments. Chalk &Board Chalk &Board Chalk &Board 5 Teaching with problems/ Assignments. Chalk &Board Text Book for Reference: Business Statistics – Edition 2015, S.C Gupta and Indra Gupta, Himalaya Publishing House & Rajmohan
