Syllabus
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Course Code: M-BECOE-056 Course Name: Group 6 Data Analytics) - Data Analytical Techniques-II |
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| MODULE NO / UNIT | COURSE SYLLABUS CONTENTS OF MODULE | NOTES |
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| 1 | Data Processing Major Sources of data in Economics; Preparation of database for analysis in a worksheet; Refinement and validation of primary and secondary data; Presentation of nature of distributions using univariate analysis with worksheet software. Reading List • Kothari, C.R. (2013). Research Methodology: Methods and Techniques. New Age International Publication, New Delhi. • Nargundkar, R. (2017). Marketing Research-Text and Cases. Tata McGraw Hill, New Delhi. • Luck, David J & Rubin, Ronald S. Marketing Research 7th ed., Prentice Hall of India |
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| 2 | Regression Analysis Using SPSS Estimation of Classical Linear Regression Model and testing of coefficients and significance of overall equation with SPSS; Diagnosis and remedy of multicollinearity, hetereoscedasticity and autocorrelation (two methods each). Use of OLS method in estimation of growth rates and Cobb-Douglas Production Function. Reading List • Gujarati, D.N. (1995).Basic Econometrics. McGraw Hill, New Delhi. • Koutsoyiannis, A. (1977).Theory of Econometrics. The Macmillan Press Ltd. London. |
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| 3 | Dummy Variables and Time Series Analysis Using Software Package Use of Dummy variables as independent variables in regression analysis; Estimation of various types of time series processes; Detection of stationarity (with unit root tests), Co-integration and Standard Granger causality using a software package. Reading List • Gujarati, D.N. (1995).Basic Econometrics. McGraw Hill, New Delhi. • Koutsoyiannis, A. (1977).Theory of Econometrics. The Macmillan Press Ltd. London. |
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| 4 | Analysis of Variance (ANOVA) and Experimental Data Completely randomized design, Block randomized design, Latin square design and simple factorial design with SPSS. Reading List • Blischke, W. R. & Prabhakar Murthy, D.N. (2000). Reliability, Modeling, Prediction and Optimization. John Wiley & Sons, Inc. • Kothari, C.R. (2013). Research Methodology: Methods and Techniques. New Age International Publication, New Delhi. • Luck, David J & Rubin, Ronald S. Marketing Research 7th ed., Prentice Hall of India • Nargundkar, R. (2017).Marketing Research-Text and Cases. Tata McGraw Hill, New Delhi. |
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