Introduction -- Regression analysis: fixed effects models -- Regression analysis: random effects models -- Regression analysis with heterogeneous coefficients -- Regression analysis with unidimensional variables -- Latent heterogeneity correlated with regressors -- Measurement errors -- Dynamic models -- Analysis of discrete response -- Unbalanced panel data -- Panel data with systematic unbalance -- Multi-equation models.