Sumários
Lecture 21
20 Novembro 2023, 18:00 • Paulo Parente
Multivariate Time Series Models
- Stationary multivariate time series
- Vector autoregressive models
- Estimation and testing of VAR models
- Impulse response functions
- Granger Causality.
- Structural VAR
Lecture 20
13 Novembro 2023, 20:00 • Paulo Parente
- Panel Data Models
- Estimation of the Fixed Effects Model
- The "Within" estimator and the least squares dummy variable estimator
- First Differences
- Estimation of Random Effects Model
- Generalized Least Squares and Feasible GLS.
- "Between" estimator.
- Hausman Test
Lecture 19
13 Novembro 2023, 18:00 • Paulo Parente
Univariate time series modelling
- Forecasts
Exercise Sheet 5: Exercise 1(a),2(a), 3.
Lecture 18
6 Novembro 2023, 20:00 • Paulo Parente
Exercise Sheet 10: Exercise 4
Panel Data Models
- Advantages and Limitations of Panel Data
- Pooled Regression
- Fixed Effects vs. Random Effects
- Estimation of the Fixed Effects Model
- The "Within" estimator and the least squares dummy variable estimator
Lecture 17
6 Novembro 2023, 18:00 • Paulo Parente
Univariate time series modelling
- ARMA processes
- Box Jenkins Methodology