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Benchmarking with DEA, SFA, and R by Peter Bogetoft (English) Hardcover Book
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Numero oggetto eBay:156966124490
Specifiche dell'oggetto
- Condizione
- ISBN-13
- 9781441979605
- ISBN
- 9781441979605
Informazioni su questo prodotto
Product Information
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.
Product Identifiers
Publisher
Springer-Verlag New York Inc.
ISBN-13
9781441979605
eBay Product ID (ePID)
105397762
Product Key Features
Book Title
Benchmarking with Dea, Sfa, and R
Format
Hardcover
Language
English
Topic
Economics, Engineering & Technology, Management
Publication Year
2010
Type
Textbook
Number of Pages
352 Pages
Dimensions
Item Height
235mm
Item Width
155mm
Volume
157
Item Weight
1530g
Additional Product Features
Topic Area
Data Analysis
Series Title
International Series in Operations Research & Management Science
Country/Region of Manufacture
United States
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Partita IVA: AU 82107909133, GB 293967539
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