TY - BOOK AU - Wooldridge, Jeffrey M., TI - Introductory econometrics: a modern approach SN - 1337558869;9781337558860 AV - HB 139 .W882 2020 PY - 2020///];ΓäùΓÖ¡2020 CY - Boston, MA PB - Cengage KW - Econometrics N1 - Print year: 2019 (page ii; Includes bibliographical references (pages 791-796) and index; Advanced panel data methods; Advanced time series topics; Carrying out an empirical project -- Math refresher A, basic mathematical tools -- Math refresher B, fundamentals of probability -- Math refresher C, fundamentals of mathematical statistics -- Advanced treatment D, summary of matrix algebra -- Advanced treatment D, the linear regression model in matrix form; Further issues in using OLS with time series data; Heteroskedasticity; Instrumental variables estimation and two-stage least squares; Limited dependent variable models and sample selection corrections; More on specification and data issues -- Regression analysis with time series data. Basic regression analysis with time series data; Multiple regression analysis : estimation; Multiple regression analysis : inference; Multiple regression analysis : OLS asymptotics; Multiple regression analysis with qualitative information; Multiple regression analysis: further issues; Serial correlation and heteroskedasticity in time series regressions -- Advances topics. Pooling cross sections across time : simple panel data methods; Simultaneous equations models; The nature of econometrics and economic date -- Regression analysis with cross-sectional data. The simple regression model N2 - Gain an understanding of how econometrics can answer today's questions in business, policy evaluation and forecasting with Wooldridge's INTRODUCTORY ECONOMETRICS: A MODERN APPROACH, 7E. Unlike traditional texts, this book's practical, yet professional, approach demonstrates how econometrics has moved beyond a set of abstract tools to become genuinely useful for answering questions across a variety of disciplines. The author has organized the book's presentation around the type of data being analyzed with a systematic approach that only introduces assumptions as they are needed. This makes the material easier to understand and, ultimately, leads to better econometric practices. Packed with relevant applications, the text incorporates more than 100 data sets in different formats. Updates introduce the latest developments in the field, including the recent advances in the so-called causal effects or treatment effects to provide a complete understanding of the impact and importance of econometrics today. --Amazon.com ER -