Data Analytics: Business Decision Making

Course Name: 

SM860 Data Analytics: Business Decision Making




Elective Courses

Credits (L-T-P): 

(3-0-0) 3


Econometrics as a tool for Economic and Managerial Analysis – Modeling, Data and Methodology The Classical Multiple Linear Regression Model –Least Squares Regression, Goodness of Fit and Analysis of Variance, Hypothesis Testing, Multicollinearity, Heteroscadasticity and Autocorrelation Qualitative Response Regression Models – Logit, Probit and Tobit Models Panel Data Regression Models – Estimation of Fixed and Random Effects Models Endogeneity and Instrumental Variable (IV) Model


Gujarati, Damodar N. (2003). Basic Econometrics. Fourth Edition, McGraw – Hill Higher Education Wooldridge, J. (2002). Econometric Analysis of Cross section and Panel data, MIT Press Wooldridge, J. (2013). Introductory Econometrics: A Modern Approach. 5th Edition. South-Western Cengage Learning.


School of Management

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Dr. Sheena
Head, School of Humanities, Social Sciences and Management,
National Institute of Technology Karnataka
Post: Srinivasanagar, Surathkal, Mangalore - 575025
Karnataka, India.
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