Econometrics: Simple Linear Regression (For Indian Students)

Econometrics : Simple Linear Regression (Hindi)

1. Introduction to the Course and Instructor
2. Why study Econometrics?
3. Types of Data - Cross Sectional and Time Series
1. Basics of Simple Linear Regression and Population Regression Line
2. Population Regression Equations, Basics Interpretations and Error term
3. Sample Regression Line and Sample Regression Equations
4. Repeated Sampling Framework, Estimator and Estimate
1. Intuition of OLS method
2. Setting up the base for OLS
3. Derivation of Intercept's Estimator using OLS Method
4. Derivation of Slope's Estimator using OLS Method
5. Different formulas for the Slope's Estimator - Part 1
6. Different formulas for the Slope's Estimator - Part 2
7. Example 1 - Working with the formulas
8. Example 2 - Working with the formulas
9. Useful Results of OLS - Part 1
10. Useful Results of OLS - Part 2
11. Example 3 - Useful Results of OLS (With Sample Data)
1. Understand STATA Interface
2. Working with Example Data
3. Loading data into STATA
4. Finding OLS estimates in STATA
5. Useful Results of OLS using STATA - Part 1