An Introduction to Data Envelopment Analysis

An Introduction to Data Envelopment Analysis A Tool for Performance Measurement


SAGE India
FormatPublished DateISBNPrice
Contents
 
PART ONE: INTRODUCTION
 
Decision-Making Units
 
Basic Concepts of Efficiency Measurement
 
Graphical Description - Frontier Analysis
 
Strongly and Weakly Efficient DMUs
 
Exercises
 
PART TWO: MATHEMATICAL PROGRAMMING ASPECTS OF DEA
 
Mathematical Formulation
 
Exercises
 
Dual DEA Models
 
Multiplier and Envelopment DEA Programmes
 
Input and Output Oriented Envelopment DEA Programs
 
Relationships among Different DEA Formulations
 
Exercises
 
PART THREE: ECONOMIES OF SCALE
 
Returns to Scale and DEA
 
Variable Returns to Scales Multiplier DEA Programs
 
Technical and Scale Efficiencies
 
Estimation of the Most Productive Scale Size
 
Investigating the Returns to Scale Properties of a DMU
 
Exercises
 
PART FOUR: MISCELLANEOUS DEA MODELS AND RECENT DEVELOPMENTS
 
Multiplicative DEA Models
 
Additive Models
 
Time Series Analysis using DEA
 
Some Extensions of DEA
 
Exercises
 
Other DEA Models and Extensions
 
PART FIVE: COMPUTER-BASED SUPPORT FOR DEA
 
Computational Features of DEA
 
DEA Software
 
Internet Support for DEA
 
A Brief Description of DEA Software
 
PART SIX: DEA BIBLIOGRAPHY AND APPLICATIONS
 
Brief Literature Survey
 
Selected DEA Applications
 
PART SEVEN: SOME ADDITIONAL DISCUSSION ON DATA ENVELOPMENT ANALYSIS
 
Some Considerations on the Application Procedure of DEA
 
Strengths and Limitations
Independent Customer Reviews
Contributors: 

R Ramanathan

R Ramanathan is Assistant Professor, Operations Management and Business Statistics, at the College of Commerce and Economics, Sultan Qaboos University, Sultanate of Oman. Courses he has taught include basic and advanced topics in optimization theory, data envelopment analysis, management science, business statistics, simulation, energy and environmental economics, and energy and transport economics.

His research interests include operations management and economic and policy analysis of issues in education and the infrastructure sectors of energy and transport. This has involved the use of modelling techniques such as optimization, decision analysis, data envelopment analysis, and the analytic hierarchy process.

His works include a chapter on urban transport in India Development Report, 1999, published by Oxford University Press and a chapter on multi-criteria analysis of energy in the Encyclopedia of Energy to be published by Academic Press (Elsevier Science). He has authored a book on Indian transport and jointly authored a book on India-specific issues of climate change. Both books are likely to be published in 2003. His research papers have been published in leading journals in the field of operations research, energy, transport, environmental management, planning and accountancy.

The author has participated in international conferences on operational research, multi-criteria decision analysis, decision support systems, and environment and ecology, such as the triennial conference of the International Federation of Operational Research Societies (IFORS), (Vancouver, Canada, 1996) and the European Operational Research Conference (Rotterdam, the Netherlands, 2001).