Data Analytics: Business Decision Making
Course Name:
SM860 Data Analytics: Business Decision Making
Programme:
MBA
Category:
Elective Courses
Credits (L-T-P):
(3-0-0) 3
Content:
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
References:
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.
Department:
School of Management
