Econometrics of Multi-dimensional Panels

Fixed Effects Models.- When and How Much Do Fixed Effects Matter?- Random Effects Models.- Estimation of Sparse Variance-Covariance Matrix.- Models with Endogenous Regressors.- Dynamic Models and Reciprocity.- Random Coefficients Models.- Nonparametric Models with Random Effects.- Nonparametric Models with Fixed Effects.- Multi-dimensional Panels in Quantile Regression Models.- Multi-dimensional Models for Spatial Panels.- The Econometrics of Gravity Models in International Trade.- Modelling Housing Using Multi-dimensional Panel Data.- Modelling Migration.- Multi-dimensional Panels in Health Economics with an Application on Antibiotic Consumption.- Can Machine Learning Beat Gravity in Flow Prediction?

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• Econometria
• Teoria e filosofia económica
• Economia estatística
• Teoria dos jogos
• Probabilidade e Estatística
• Matemática aplicada
• Bases de Dados

Panel data;Multi-dimensional data;Multi-dimensional panels;Econometric modeling;Big Data;Estimation;Hypothesis testing;Regression;Spatial panels;Partially penalized regression;Econometrics of panel data;Health economics;Machine Learning;Gravity Models