Sumários

Lecture 7

25 Outubro 2022, 18:00 Paulo Parente

    Specification Analysis
  ∙  Wrongly Included Variables
  ∙  Linear Regression Models with Logarithmic Transformations
  ∙  Functional Form - The RESET test

  ∙  Testing for Structural Change

Exercise Sheet 4: Exercises 1,2,3, 4.

    Asymptotic Theory

  ∙  Modes of convergence
  ∙  Consistency


Lecture 6

18 Outubro 2022, 18:00 Paulo Parente

Exercise Sheet 3: Exercises 1, 2, 3, 4, 5.


Specification Analysis
- Omitted (Exclusion of Relevant) Variables 
- Wrongly Included Variables


Lecture 5

11 Outubro 2022, 18:00 Paulo Parente

    Inference and Prediction in the Linear Regression Model

  ∙  Multivariate normal
  ∙  Hypothesis testing in the Classical Regression Model
  -  Estimation of the variance of the OLS estimator
  -  Single restriction hypothesis
  -  Multiple restrictions
  *  The F-statistic
  ∙  Prediction
  ∙  Random Regressors under the normality assumption


Lecture 4

4 Outubro 2022, 18:00 Paulo Parente

    The Multiple Regression Model

  ∙  Partitioned Linear Model
Exercise Sheet 2: Exercises 1,2,3,4,5,6.

    Inference and Prediction in the Linear Regression Model

  ∙  Measures of goodness of fit


Lecture 3

27 Setembro 2022, 18:00 Paulo Parente

The Multiple Regression Model
- Multiple Regression Analysis
- The Classical Linear Regression Model
- Regression with random regressors