Preface -- Introduction -- An introduction to linear regression -- Interpreting and comparing regression models -- Heteroskedasticity and autocorrelation -- Endogenous regressors, instrumental variables and gmm -- Maximum likelihood estimation and -- Models with limited dependent variables -- Univariate time series models -- Multivariate time series models -- Models based on panel data -- Appendix A: vectors and matrices -- Appendix B: statistical and distribution theory.