About this book
This book covers recent advances in efficiency evaluations, most notably Data Envelopment Analysis (DEA) and Stochastic Frontier Analysis (SFA) methods. It introduces the underlying theories, shows how to make the relevant calculations and discusses applications. The aim is to make the reader aware of the pros and cons of the different methods and to show how to use these methods in both standard and non-standard cases.
Several software packages have been developed to solve some of the most common DEA and SFA models. This book relies on R, a free, open source software environment for statistical computing and graphics. This enables the reader to solve not only standard problems, but also many other problem variants. Using R, one can focus on understanding the context and developing a good model. One is not restricted to predefined model variants and to a one-size-fits-all approach. To facilitate the use of R, the authors have developed an R package called Benchmarking, which implements the main methods within both DEA and SFA.
The book uses mathematical formulations of models and assumptions, but it de-emphasizes the formal proofs - in part by placing them in appendices -- or by referring to the original sources. Moreover, the book emphasizes the usage of the theories and the interpretations of the mathematical formulations. It includes a series of small examples, graphical illustrations, simple extensions and questions to think about. Also, it combines the formal models with less formal economic and organizational thinking. Last but not least it discusses some larger applications with significant practical impacts, including the design of benchmarking-based regulations of energy companies in different European countries, and the development of merger control programs for competition authorities.
- Book Title Benchmarking with DEA, SFA, and R
- Series Title International Series in Operations Research & Management Science
- DOI https://doi.org/10.1007/978-1-4419-7961-2
- Copyright Information Springer Science+Business Media, LLC 2011
- Publisher Name Springer, New York, NY
- eBook Packages Business and Economics Business and Management (R0)
- Hardcover ISBN 978-1-4419-7960-5
- Softcover ISBN 978-1-4614-2772-8
- eBook ISBN 978-1-4419-7961-2
- Series ISSN 0884-8289
- Edition Number 1
- Number of Pages XVI, 352
- Number of Illustrations 0 b/w illustrations, 0 illustrations in colour
Operations Research/Decision Theory
Operations Research, Management Science
Industrial and Production Engineering
- Buy this book on publisher's site
From the reviews:
“Benchmarking with DEA, SFA, and R covers data envelopment analysis (DEA) and stochastic frontier analysis (SFA) … . Although more advanced readers … will gain more from reading this book, it contains something for all who are interested in the principles underlying DEA and SFA and who want to know how to use these methods … . the book is appropriate for readers who have a fairly good foundation in the methods of DEA and SFA and wish to raise their level of understanding.” (Emmanuel Thanassoulis, Interfaces, Vol. 42 (3), May-June, 2012)