Essential Econometric Techniques

A Guide to Concepts and Applications
3rd Auflage
ISBN: 978-1-032-10122-4
Verlag: Taylor & Francis Ltd (Sales)

Buch, Englisch, 228 Seiten, Format (B × H): 156 mm x 234 mm, Gewicht: 499 g

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.

Autoren/Hrsg.

Kacapyr, Elia

Fachgebiete

• Wirtschaftswissenschaften Volkswirtschaftslehre Volkswirtschaftslehre Allgemein Ökonometrie
• Mathematik | Informatik Mathematik Numerik und Wissenschaftliches Rechnen Angewandte Mathematik, Mathematische Modelle
• Wirtschaftswissenschaften Volkswirtschaftslehre Volkswirtschaftslehre Allgemein Wirtschaftsstatistik, Demographie
• Wirtschaftswissenschaften Betriebswirtschaft Wirtschaftsmathematik und -statistik
• Wirtschaftswissenschaften Volkswirtschaftslehre Volkswirtschaftslehre Allgemein Wirtschaftstheorie, Wirtschaftsphilosophie
• Mathematik | Informatik Mathematik Stochastik

Inhaltsverzeichnis

Chapter 1 The Nature of Econometrics Chapter 2 Simple Regression Analysis Chapter 3 Residual Statistics Chapter 4 Hypothesis Testing Chapter 5 Multivariate Regression Chapter 6 Alternate Functional Forms Chapter 7 Dichotomous Variables Chapter 8 The Classical Linear Regression Model Chapter 9 Multicollinearity Chapter 10 Heteroskedasticity Chapter 11 Serial Correlation Chapter 12 Time-Series Techniques Chapter 13 Panel Data Techniques Critical Values Tables Cited Works

Über Autor(innen)

Elia Kacapyr is Professor of Economics at Ithaca College, USA.