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Data Envelopment Analysis: A Comprehensive Text with Models, Applications, Refer
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Item specifics
- Condition
- ISBN-13
- 9780387452814
- ISBN
- 9780387452814
About this product
Product Identifiers
Publisher
Springer
ISBN-10
0387452818
ISBN-13
9780387452814
eBay Product ID (ePID)
57027393
Product Key Features
Number of Pages
Xxxviii, 492 Pages
Publication Name
Data Envelopment Analysis : A Comprehensive Text with Models, Applications, References and DEA-Solver Software
Language
English
Subject
Probability & Statistics / Multivariate Analysis, Operations Research, Linear & Nonlinear Programming, Management Science, Econometrics
Publication Year
2006
Features
Revised
Type
Textbook
Subject Area
Mathematics, Business & Economics
Format
Hardcover
Dimensions
Item Height
0.5 in
Item Weight
71.3 Oz
Item Length
9.3 in
Item Width
6.1 in
Additional Product Features
Edition Number
2
Intended Audience
Scholarly & Professional
LCCN
2006-932712
Number of Volumes
1 vol.
Illustrated
Yes
Edition Description
Revised edition
Table Of Content
General Discussion.- The Basic CCR Model.- The CCR Model and Production Correspondence.- Alternative Dea Models.- Returns to Scale.- Models with Restricted Multipliers.- Non-Discretionary and Categorical Variables.- Allocation Models.- Data Variations.- Super-Efficiency Models.- Efficiency Change over Time.- Scale Elasticity and Congestion.- Undesirable Outputs Models.- Economies of Scope and Capacity Utilization.- A Dea Game.- Multi-Stage Use of Parametric and Non-Parametric Models.
Synopsis
Data Envelopment Analysis (DEA) has grown has grown into a powerful quantitative, analytical tool for measuring and evaluating performance. It has been successfully applied to a host of different entities engaged in a wide variety of activities in many complex, multi-layered contexts worldwide. DATA ENVELOPMENT ANALYSIS: A Comprehensive Text with Models, Applications, References, And DEA-Solver Software, 2nd Edition is designed to provide a systematic introduction to DEA and its uses as a multifaceted tool for evaluating problems in a variety of contexts. Each chapter accompanies its developments with simple numerical examples and discussions of actual applications. Emphasis is placed on the use as well as an understanding of DEA and the topics in this book have been selected and treated accordingly. The first nine chapters cover the basic principles of DEA and the final seven chapters are more advanced treatment of DEA. These final chapters were completely revised into new chapters, reflecting recent developments that greatly extend the power and scope of DEA and lead to new directions for research and DEA uses. These chapters are as follows: Chapter 10 provides a new treatment of "super efficiency models." Chapter 11 deals with efficiency changes over time, covering more "window analysis" than in the first edition and extending to the "Malmquist Index." Chapter 12 turns to scale elasticity and congestion which are combined and extended for joint use in new applications. Chapter 13 illustrates both facets of outputs with the use of fossil fuels to generate electric power (good output) also being accompanied by fuel emissions (bad outputs). Chapter 14 deals with "economies of scope" which address whether it is more efficient to produce multiple products in the same plant or by producing them in separate plants or companies. Chapter 15 outlines "n person cooperative games" and demonstrates how the rich array of concepts from game theory may be combined with DEA to determine rewards in a large variety of real-world situations. Chapter 16 treats and extends "stochastic frontier analysis" (SFA) by introducing a three-stage process that combines DEA with SFA. These chapters systematically present the new developments in DEA and used together with the first ten chapters of the basic principles will provide students and researchers with a solid understanding of the methodology, its uses and its potential., This volume details basic principles and new developments in Data Envelopment Analysis (DEA). New material in this edition includes coverage of recent developments that have greatly extended the power and scope of DEA., Data Envelopment Analysis: A Comprehensive Text with Models, Applications, References, And DEA-Solver Software, 2nd Edition is designed to provide a systematic introduction to DEA and its uses as a multifaceted tool for evaluating problems in a variety of contexts. Each chapter accompanies its developments with simple numerical examples and discussions of actual applications. Emphasis is placed on the use as well as an understanding of DEA and the topics in this book have been selected and treated accordingly. The first nine chapters cover the basic principles of DEA and the final seven chapters are more advanced treatment of DEA. These final chapters were completely revised into new chapters, reflecting recent developments that greatly extend the power and scope of DEA and lead to new directions for research and DEA uses. Together with the first ten chapters of the basic principles, they will provide students and researchers with a solid understanding of the methodology, its uses and its potential., This volume systematically details both the basic principles and new developments in Data Envelopment Analysis (DEA), offering a solid understanding of the methodology, its uses, and its potential. New material in this edition includes coverage of recent developments that have greatly extended the power and scope of DEA and have lead to new directions for research and DEA uses. Each chapter accompanies its developments with simple numerical examples and discussions of actual applications. The first nine chapters cover the basic principles of DEA, while the final seven chapters provide a more advanced treatment.
LC Classification Number
T57.6-.97
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