Simple Regression Model
https://sites.google.com/site/econometricsacademy/masters-econometrics/simple-regression-model
Lecture: Simple Regression Model.pdf
https://drive.google.com/file/d/1Z-bDQoE6YeDAX_GaaHAPk140oH3_3Blx/view?usp=sharing
Timestamps:
00:00 Simple Regression Model
01:01 Simple regression terminology
03:14 Examples and interpretation of coefficients
10:22 Population regression function
14:01 Derivation of OLS estimates
20:36 Examples of simple regression – interpretation of results
36:23 Variations, R-squared
42:33 Log transformations - Log-log, log-linear, and linear-log forms
55:37 Gauss Markov assumptions
1:05:23 Unbiasedness of OLS estimators
1:12:57 Variance of OLS estimators
Econometrics Academy:
https://sites.google.com/site/econometricsacademy/