Econometrics in Theory and Practice: Analysis of Cross Section, Time Series and Panel data with STATA 18 and R (Springer Texts in Business and Economics)

This textbook is second edition of the highly used earlier text containing the same topics, divided similarly into four parts, but with major revisions and using STATA 18 and R (previous version used STATA 15.1).Part I is a discussion on introductory econometric methods covering the syllabus of econometrics at the graduate level courses.This part of the book provides an introduction to basic econometric methods for data analysis that economists and other social scientists use to estimate the economic and social relationships, and to test hypotheses about them, using real-world data.There are five chapters in this section covering the data management issues, details of linear regression models, the related problems due to violation of the classical assumptions, regression diagnostics and regression analysis with qualitative regressors. Part II covers some advanced topics used frequently in empirical study with cross section data.This part contains three chapters to include the problems