Introduction to Econometrics - Christopher Dougherty (USA Oxford University Press, 2007)
Review : random variables, sampling, and estimation -- Simple regression analysis -- Properties of the regression coefficients and hypothesis testing -- Multiple regression analysis -- Transformations of variables -- Dummy variables --- Specification of regression variables : a preliminary skirmish -- Heteroscedasticity -- Stochastic regressors and measurement errors -- Simultaneous equations estimation -- Binary choice and limited dependent variable models, and maximum likelihood estimation -- Models using time series data -- Properties of regression models with time series data -- Introduction to nonstationary time series -- Introduction to panel data models.
Keywords: Social Sciences (3GdYdhe GdGLJeGYjIs; Econometrics; General