Panel Data Econometrics: Common Factor Analysis for Empirical Researchers - Hardcover

Sul, Donggyu

 
9781138389663: Panel Data Econometrics: Common Factor Analysis for Empirical Researchers
Hardcover
ISBN 10: 1138389668 ISBN 13: 9781138389663
Publisher: Routledge, 2019

Synopsis

In the last 20 years, econometric theory on panel data has developed rapidly, particularly for analyzing common behaviors among individuals over time. Meanwhile, the statistical methods employed by applied researchers have not kept up-to-date. This book attempts to fill in this gap by teaching researchers how to use the latest panel estimation methods correctly.

Almost all applied economics articles use panel data or panel regressions. However, many empirical results from typical panel data analyses are not correctly executed. This book aims to help applied researchers to run panel regressions correctly and avoid common mistakes. The book explains how to model cross-sectional dependence, how to estimate a few key common variables, and how to identify them. It also provides guidance on how to separate out the long-run relationship and common dynamic and idiosyncratic dynamic relationships from a set of panel data.

Aimed at applied researchers who want to learn about panel data econometrics by running statistical software, this book provides clear guidance and is supported by a full range of online teaching and learning materials. It includes practice sections on MATLAB, STATA, and GAUSS throughout, along with short and simple econometric theories on basic panel regressions for those who are unfamiliar with econometric theory on traditional panel regressions.

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About the Author

Donggyu Sul is currently the John Kain Professor of Economics at the University of Texas at Dallas, USA. He specializes in panel data econometrics, international finance, and empirical economic growth, and his articles have been published in numerous major research journals.

"About this title" may belong to another edition of this title.

Publisher
Routledge
Publication date
2019
Language
English
ISBN 10 
1138389668
ISBN 13 
9781138389663
Binding
Hardcover
Edition number
1
Number of pages
164

Other Popular Editions of the Same Title

9781138389670: Panel Data Econometrics: Common Factor Analysis for Empirical Researchers

Featured Edition

ISBN 10:  1138389676 ISBN 13:  9781138389670
Publisher: Routledge, 2019
Softcover