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This textbook offers an applied introduction to the methods of econometrics. Given the increasing importance of empirical analysis in science and the professional world, the book aims to move econometrics beyond its formal mathematical corner and make it accessible to a broader audience. In developing the textbook, the didactic profile was therefore given priority over scientific elegance. Supported by numerous illustrations, detailed verbal explanations, and accompanying numerical examples, both the fundamentals of econometric and more demanding topics are presented in an easily understandable way. The main sections of the Chapters do not use matrix algebra. However, in each chapter s appendix, ambitious readers will find detailed matrix-algebra-based representations of the material covered in the main sections.
List of contents
Introduction.- Specification.- Estimation I point estimation.- Indicators for the quality of estimation methods.- Estimation II interval estimators.- Hypothesis testing.- Prediction.- Specification.- Estimation.- Hypothesis testing.- Prediction.- Presentation of estimation results and their computer aided calculation.- Assumption a1 correct selection of exogenous variables.- Assumption a2 correct functional form.- Assumption a3 constant parameter values.- Assumption b1 expected value of the error term Is zero.- Assumption b2 homoskedastic errors.- Assumption b3 uncorrelated errors.- Assumption b4 normally distributed errors.- Assumption c1 fixed exogenous variables.- Assumption c2 no perfect multicollinearity.- Dynamic models.- Interdependent systems of equations.
About the author
Ludwig von Auer is Professor of Economics at Universität Trier and has been honored by the student body with numerous awards for outstanding teaching.
Summary
This textbook offers an applied introduction to the methods of econometrics. Given the increasing importance of empirical analysis in science and the professional world, the book aims to move econometrics beyond its formal mathematical corner and make it accessible to a broader audience. In developing the textbook, the didactic profile was therefore given priority over scientific elegance. Supported by numerous illustrations, detailed verbal explanations, and accompanying numerical examples, both the fundamentals of econometric and more demanding topics are presented in an easily understandable way. The main sections of the Chapters do not use matrix algebra. However, in each chapter’s appendix, ambitious readers will find detailed matrix-algebra-based representations of the material covered in the main sections.
