Introductory Econometrics

"Nothing is difficult to learn, it was just badly explained to you. So, change your resources, not your goals.


Features:

  • Recorded Lectures
  • Complete Syllabus Coverage
  • Each lecture will start from Basics
  • Comprehensive Coverage of Syllabus and Exam Oriented Preperation
  • Course Instructor: Ravit Thukral, Lecturer at St. Stephens College, DU | DSE Alumnus


Course Fee: Course is completely free.

Course Link: Click Here

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SYLLABUS

UNIT I: Linear Regression Model

OLS method of Estimation and Properties of estimators, Measures of Fit, Testing of Hypotheses, Prediction, Introduction to econometric software and practical application using econometric software (GRETL/EViews/ R/Stata/EXCELetc.)

UNIT II: Multiple Regression Model

OLS method of estimation and Properties of OLS estimators, Testing of Hypotheses, Measures of fit, practical application using econometric software (GRETL/EViews/ R/Stata/EXCEL etc.)

UNIT III: Functional Forms and Qualitative independent variables

Nonlinear Models and Transformations of Variables, Dummy variables, practical application using econometric software (GRETL/EViews/ R/Stata/EXCEL etc.)

UNIT IV: Violations of Assumptions

Consequences, Detection, and Remedies: Multicollinearity, Heteroscedasticity, Serial Correlation, practical application using econometric software (GRETL/EViews/R/Stata/EXCEL etc.)

UNIT V: Specification Bias

Model selection criteria, types of specification errors, omitted variable bias, inclusion of irrelevant variables, incorrect functional form, errors of measurement, practical application using econometric software (GRETL/EViews/ R/Stata/EXCEL etc.)


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