Course Content
Unit 1 Introduction to Econometrics
0/5
1.1.Definition and Scope
1.2. Goals of Econometrics
1.3. Methodology of Econometrics
1.4. Elements of Econometrics
Quiz 3
00:03:00
Unit 2 Correlation Theory
0/4
2.1 Basic Concepts of Correlation
2.2. Coefficient of Linear Correlation
2.3. Types of Correlation Coefficient
Quiz 4
00:03:00
Unit 3 Simple Linear Regression Models
0/5
3.1. Basic Concepts and Assumptions
3.2. Ordinary Least Squares Criteria
3.3. Normal Equations of OLS
3.4. Coefficient of Correlation and Determination
3.5. Hypothesis Testing
Unit 4 Multiple Regression Analysis
0/6
4.1. Model with two Explanatory Variables
4.2. Notations and Assumptions
4.3. Estimation of Partial Regression Coefficients
4.4. Variance and Standard Errors of OLS Estimators
4.5. Hypothesis Testing
4.6. Other functional forms
Unit 5 Econometric Problems
0/4
5.1. Non-normality
5.2. Multicollinearity
5.3. Heteroskedasticity
5.4. Autocorrelation
Unit 6 Non-linear Regression and Time Series Econometrics
0/2
6.1. Non-linear regression models Overview
6.2. Time-series Analysis
Econometrics
Previous
Next