Modeling Data Irregularities and Structural Complexities in Data Envelopment Analysis
A Problem-Solving Handbook
(Sprache: Englisch)
In a relatively short period of time, data envelopment analysis (DEA) has grown into a powerful analytical tool for measuring and evaluating performance. DEA is computational at its core and this book is one of several Springer aim to publish on the...
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Klappentext zu „Modeling Data Irregularities and Structural Complexities in Data Envelopment Analysis “
In a relatively short period of time, data envelopment analysis (DEA) has grown into a powerful analytical tool for measuring and evaluating performance. DEA is computational at its core and this book is one of several Springer aim to publish on the subject. This work deals with the micro aspects of handling and modeling data issues in DEA problems. It is a handbook treatment dealing with specific data problems, including imprecise data and undesirable outputs.
Inhaltsverzeichnis zu „Modeling Data Irregularities and Structural Complexities in Data Envelopment Analysis “
- Data irregularities and structural complexities in DEA- Rank order data in DEA
- Interval and ordinal data
- Variables with negative values in DEA
- Non-discretionary inputs
- DEA with undesirable factors
- European nitrate pollution regulation and French pig farms' performance
- PCA-DEA
- Mining nonparametric frontiers
- DEA presented graphically using multi-dimensional scaling
- DEA models for supply chain or multi-stage structure
- Network DEA
- Context-dependent data envelopment analysis and its use
- Flexible measures—classifying inputs and outputs
- Integer DEA models
- DEA with missing data
- Preparing your data for DEA
- Notes about authors
- Index
Bibliographische Angaben
- Autoren: J. Zhu , W. D. Cook
- 2007, 334 Seiten, Maße: 16,1 x 24,2 cm, Gebunden, Englisch
- Herausgegeben:Zhu, Joe; Cook, Wade D.
- Herausgegeben: Joe Zhu, Wade D. Cook
- Verlag: Springer
- ISBN-10: 0387716068
- ISBN-13: 9780387716060
Sprache:
Englisch
Rezension zu „Modeling Data Irregularities and Structural Complexities in Data Envelopment Analysis “
From the reviews:"This book collects 17 articles that study data envelopment analysis (DEA) techniques. ... Those working with and already familiar with DEA methods may find the book more useful." (Robert Lund, Journal of the American Statistical Association, Vol. 103 (484), December 2008)
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