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Data Envelopment Analysis: Theory and Techniques for Economics and Operations Research [Kietas viršelis]

(University of Connecticut)
  • Formatas: Hardback, 366 pages, aukštis x plotis x storis: 229x152x21 mm, weight: 650 g
  • Išleidimo metai: 07-Jun-2004
  • Leidėjas: Cambridge University Press
  • ISBN-10: 0521802563
  • ISBN-13: 9780521802567
Kitos knygos pagal šią temą:
  • Formatas: Hardback, 366 pages, aukštis x plotis x storis: 229x152x21 mm, weight: 650 g
  • Išleidimo metai: 07-Jun-2004
  • Leidėjas: Cambridge University Press
  • ISBN-10: 0521802563
  • ISBN-13: 9780521802567
Kitos knygos pagal šią temą:
Writing for readers from different disciplines, Ray (economics, U. of Connecticut-Storrs) presents the essentials of data envelopment analysis (DEA, a nonparametric method of measuring the production efficiency of firms or public sector agencies) with the aim of providing the background for allowing readers to formulate their own DEA models for specific problems. He systematically relates various kinds of DEA models to specific concepts and issues, including measurement of productivity and technical efficiency without price data, Pareto-Koopmans technical efficiency, efficiency measurement without convexity, breakup and merger of firms, and productivity change over time. Annotation ©2004 Book News, Inc., Portland, OR (booknews.com)

This book describes the method of data envelopment analysis that uses mathematical programming techniques to obtain measures of efficiency of individual forms from their observed input and output quantities. The method permits setting up realistic input-output targets for the firm's managers. A firm is considered to be technically inefficient when it fails to yield the maximum quantity of output producible from the input bundle it uses. Measurement of technical efficiency is important for performance evaluation and provides an objective basis for differential rewards in the context of production.

This book explores data envelopment analysis, which measures firms' input-output efficiencies using mathematical programming techniques.

Recenzijos

"...none of the books on DEA that are available in the market today examines DEA from an economist's point of view. Subhash Ray's Data Envelopment Analysis is an exception. This book familiarizes the reader with the microeconomic foundations of the various DEA models that are currently available and widely used in the literature. Professor Ray explains the neo-classical production theory behind various DEA models. It is up-to-date and gives an excellent overview of DEA models from both empirical and theoretical points of view. Professor Ray is a leading authority on DEA. Every chapter of the book shows his mastery in the field. I am confident that the researchers at all levels working on DEA will immensely benefit from reading this book." Subal C. Kumbhakar, State University of New York, Binghamton "Firmly grounded in the economic theory of production, and richly illustrated with a battery of numerical and computer-driven examples, Data Envelopment Analysis achieves both objectives. Professor Ray is a leading researcher in the field, and he has written a valuable book from which scholars and their students will learn a great deal." C.A. Knox Lovell, University of Georgia "This lucid treatment of data envelopment analysis is the most thorough and extensive available, and unifies economics, operations research, and management science on this topic. The exposition contains plenty for both those wanting a theoretical treatment and for practitioners primarily interested in applications. The comprehensive book fills a critical gap in the literature, and will be highly valued by applied researchers in government, universities, and the private sector interested in measuring economic efficiency and productivity." Dale Squires, National Oceanic and Atmospheric Administration "Only a deep understanding of the economics of production can provide an Ariadne's thread to find oneas way through the existing literature on efficiency analysis in general and on the DEA method in particular. In this book, Professor Ray offers the reader an enlightening guidance through this maze, thanks to his equal mastery of the economic conceptual foundations of the field and of the mathematical programming techniques that have rendered it widely applicable. The result is a choice of topics that bear on basic aspects of the efficiency issue more than on technical virtuosity. Among these, the way FDH is put in its proper nonparametric production theoretic perspective pleases me most." Henry Tulkens, CORE, Université Catholique de Louvain

Daugiau informacijos

This book, first published in 2004, explores data envelopment analysis, which measures firms' input-output efficiencies using mathematical programming techniques.
Preface ix
1 Introduction and Overview
1(11)
2 Productivity, Efficiency, and Data Envelopment Analysis
12(34)
Appendix to
Chapter 2
42(4)
3 Variable Returns to Scale: Separating Technical and Scale Efficiencies
46(36)
4 Extensions to the Basic DEA Models
82(29)
5 Nonradial Models and Pareto-Koopmans Measures of Technical Efficiency
111(23)
6 Efficiency Measurement without Convexity Assumption: Free Disposal Hull Analysis
134(25)
7 Dealing with Slacks: Assurance Region/Cone Ratio Analysis, Weak Disposability, and Congestion
159(28)
8 Efficiency of Merger and Breakup of Firms
187(21)
9 Efficiency Analysis with Market Prices
208(37)
10 Nonparametric Approaches in Production Economics 245(29)
11 Measuring Total Productivity Change over Time 274(33)
12 Stochastic Approaches to Data Envelopment Analysis 307(20)
13 Looking Ahead 327(2)
References 329(10)
Index 339