Sumários

Session 9 - Spatial Linear Regression

27 Março 2025, 09:30 Luís Silveira Santos

Estimation of linear Spatial models: maximum likelihood, pseudo maximum likelihood, concentrated maximum likelihood, Spatial 2SLS, Spatial FGLS, KP approach, Lee approach.


Session 8 - Spatial Linear Regression

20 Março 2025, 09:30 Luís Silveira Santos

Testing spatial dependence in the residuals: Moran's I test (and the corresponding asymptotic moments). Spatial Linear Model specifications (and topics on their estimation): the General Spatial Linear Model, SLX, Pure Spatial Autoregression, Spatial Lag Model, Spatial Error Model.


Session 7 - Spatial Linear Regression

13 Março 2025, 09:30 Luís Silveira Santos

Spatial Econometrics: introduction, motivation, basic concepts, types of spatial dependence. The spatial weighting matrix: definition, weighting schemes, the problem with islands, interpretation of the weights after usual transformations.


Session 6

6 Março 2025, 14:30 Nuno Santos

Group assignments: presentation and discussion.


Session 5

17 Fevereiro 2025, 14:30 Nuno Santos

Cluster Analysis.

Hierarchical clustering methods.
Non-hierarchical methods: k-means.
Exercise.
Geographic weighting.