Panel Methods for Finance: A Guide to Panel Data Econometrics for Financial Applications (De Gruyter Studies in the Practice of Econometrics, 1) - Softcover

Verbeek, Marno

 
9783110660135: Panel Methods for Finance: A Guide to Panel Data Econometrics for Financial Applications (De Gruyter Studies in the Practice of Econometrics, 1)
Softcover
ISBN 10: 311066013X ISBN 13: 9783110660135
Publisher: De Gruyter, 2021

Synopsis

Financial data are typically characterised by a time-series and cross-sectional dimension. Accordingly, econometric modelling in finance requires appropriate attention to these two – or occasionally more than two – dimensions of the data. Panel data techniques are developed to do exactly this. This book provides an overview of commonly applied panel methods for financial applications, including popular techniques such as Fama-MacBeth estimation, one-way, two-way and interactive fixed effects, clustered standard errors, instrumental variables, and difference-in-differences.

Panel Methods for Finance: A Guide to Panel Data Econometrics for Financial Applications by Marno Verbeek offers the reader:

  • Focus on panel methods where the time dimension is relatively small

  • A clear and intuitive exposition, with a focus on implementation and practical relevance

  • Concise presentation, with many references to financial applications and other sources

  • Focus on techniques that are relevant for and popular in empirical work in finance and accounting

  • Critical discussion of key assumptions, robustness, and other issues related to practical implementation

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

About the Author

Marno Verbeek, Erasmus University, The Netherlands

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

Publisher
De Gruyter
Publication date
2021
Language
English
ISBN 10 
311066013X
ISBN 13 
9783110660135
Binding
Perfect Paperback
Edition number
1
Number of pages
296