Heiss, Florian 1973- creator text bibliography gw Dusseldorf (Westfalia, Alemania) [Sin editor] 2016 monographic eng 344 páginas ilustraciones, gráficas "This book does not attempt to provide a self-contained discussion of econometric models and methods. It also does not give an independent general introduction to R. Instead, it builds on the excellent and popular textbook 'Introductory Econometrics' by Wooldridge (2016). It is compatible in terms of topics, organization, terminology, and notation, and is designed for a seamless transition from theory to practice."-- Introduction -- I. Regression analysis with cross-sectional data. The simple regression model -- Multiple regression analysis: estimation -- Multiple regression analysis: inference -- Multiple regression analysis: OLS asymptotics -- Multiple regression analysis: further issues -- Multiple regression analysis with qualitative regressors -- Heteroscedasticity -- More on specification and data issues -- II. Regression analysis with time series data. Basic regression analysis with time series data -- Further issues in using OLS with time series data -- Serial correlation and heteroscedasticity in time series regressions -- III. Advanced topics. Pooling cross-sections across time: simple panel data methods -- Advanced panel data methods -- Instrumental variables estimation and two stage least squares -- Simultaneous equations models -- Limited dependent variable models and sample selection corrections -- Advanced time series topics -- Carrying out an empirical project -- IV. Appendices. R scripts. specialized Florian Heiss Incluye referencias bibliográficas e índices Texto en inglés Econometría Programas para computador Análisis de regresión Economía matemática Estadística matemática R (Lenguaje de programación para computadores) 9781523285136 1523285133 Co-BoUCM 170428 20211105120830.0 ocn952418012 eng