Essential Econometric Techniques
A Guide to Concepts and Applications
Elia Kacapyr
- 218 pages
- English
- ePUB (mobile friendly)
- Available on iOS & Android
Essential Econometric Techniques
A Guide to Concepts and Applications
Elia Kacapyr
About This Book
Now in its third edition, Essential Econometric Techniques: A Guide to Concepts and Applications is a concise, student-friendly textbook which provides an introductory grounding in econometrics, with an emphasis on the proper application and interpretation of results.
Drawing on the author's extensive teaching experience, this book offers intuitive explanations of concepts such as heteroskedasticity and serial correlation, and provides step-by-step overviews of each key topic.
This new edition contains more applications, brings in new material including a dedicated chapter on panel data techniques, and moves the theoretical proofs to appendices. After Chapter 7, students will be able to design and conduct rudimentary econometric research. The next chapters cover multicollinearity, heteroskedasticity, and autocorrelation, followed by techniques for time-series analysis and panel data.
Excel data sets for the end-of-chapter problems are available as a digital supplement. A solutions manual is also available for instructors, as well as PowerPoint slides for each chapter.
Essential Econometric Techniques shows students how economic hypotheses can be questioned and tested using real-world data, and is the ideal supplementary text for all introductory econometrics courses.
Frequently asked questions
1 The Nature of Econometrics
What Is Econometrics?
The Econometric Methodology
- Ask a question, or state a theory
- Design a way to test the idea
- Conduct the test
- Reject or do not reject the idea
- State the idea to be tested
- Specify the econometric model
- Collect the data
- Estimate the parameters of the model
- Use the model to test the idea
- Forecast with the model
The fundamental psychological law, upon which we are entitled to depend with great confidence both a priori from our knowledge of human nature and from the detailed facts of experience, is that men are disposed, as a rule and on average, to increase their consumption as their income increases, but not by as much as the increase in income.(Keynes 1936, p. 96)
- State the theory, law, or hypothesis
- Specify the econometric model