Econometrics
Graduate course (1st year), Teaching assistant for Prof. Andreas Fuster, EPFL, 2021
The course covers basic econometric models and methods that are routinely applied to obtain inference results in economic and financial applications.
Content:
- Linear regression models
- Ordinary least squares estimation
- Hypothesis testing and confidence intervals in linear regression models
- Nonlinear regression models
- Generalised least squares
- Instrumental variables estimation
- Generalized method of moments
- Maximum likelihood estimation
- Introduction to time series models