An Introduction To Data Envelopment Analysis

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Introduction to Data Envelopment Analysis and Its Uses

William W. Cooper,Lawrence M. Seiford,Kaoru Tone
Introduction to Data Envelopment Analysis and Its Uses Book PDF

Author : William W. Cooper,Lawrence M. Seiford,Kaoru Tone
Publisher : Springer Science & Business Media
Page : 354 pages
File Size : 46,6 Mb
Release : 2006-03-20
Category : Business & Economics
ISBN : 9780387291222

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Introduction to Data Envelopment Analysis and Its Uses by William W. Cooper,Lawrence M. Seiford,Kaoru Tone Pdf

Introduction to Data Envelopment Analysis and Its Uses: With DEA-Solver Software and References has been carefully designed by the authors to provide a systematic introduction to DEA and its uses as a multifaceted tool for evaluating problems in a variety of contexts. The authors have been involved in DEA's development from the beginning. William Cooper (with Abraham Charnes and Edwardo Rhodes) is a founder of DEA. Lawrence Seiford and Kaoru Tone have been actively involved as researchers and practitioners from its earliest beginnings. All have been deeply involved in uses of DEA in practical applications as well as in the development of its basic theory and methodologies. The result is a textbook grounded in authority, experience and substance.

Introduction to the Theory and Application of Data Envelopment Analysis

Emmanuel Thanassoulis
Introduction to the Theory and Application of Data Envelopment Analysis Book PDF

Author : Emmanuel Thanassoulis
Publisher : Springer Science & Business Media
Page : 316 pages
File Size : 41,7 Mb
Release : 2001-07-31
Category : Business & Economics
ISBN : 0792374290

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Introduction to the Theory and Application of Data Envelopment Analysis by Emmanuel Thanassoulis Pdf

The book aims to introduce the reader to DEA in the most accessible manner possible. It is specifically aimed at those who have had no prior exposure to DEA and wish to learn its essentials, how it works, its key uses, and the mechanics of using it. The latter will include using DEA software. Students on degree or training courses will find the book especially helpful. The same is true of practitioners engaging in comparative efficiency assessments and performance management within their organisation. Examples are used throughout the book to help the reader consolidate the concepts covered.

An Introduction to Data Envelopment Analysis

R Ramanathan
An Introduction to Data Envelopment Analysis Book PDF

Author : R Ramanathan
Publisher : SAGE
Page : 208 pages
File Size : 41,8 Mb
Release : 2003-08-18
Category : Business & Economics
ISBN : 076199761X

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An Introduction to Data Envelopment Analysis by R Ramanathan Pdf

From the Foreword: 'This book is an excellent tool for practitioners who are interested in the merits and pitfalls of the technique.... (The author's) research is an example of inventiveness, diligence and accuracy' - Freerk A. Lootsma, Delft Institute of Technology Data envelopment Analysis is a Mathematical Programme for measuring performance efficiency of organizational units. The organizational units, termed as decision-making units (DMU) can be of any kind: manufacturing units, a set of schools, banks, hospitals, power plants, police stations, prisons, a set of firms etc. DEA has been unsuccessfully applied to measure the performance efficiency of these different kinds of DMUs which share a common characteristic - that they are non-profit organization where measurement of performance efficiency is difficult. DEA has been employed for assessing the relative performance of a set of firms that use a variety of identical inputs-say in the case of a school: quality of students, teachers, grants etc.,-to produce a variety of identical outputs-number of students who pass the final year, average grades obtained by the students in the final year etc. DEA assumes the performance of the DMUs by using the concepts of efficiency or productivity which is measured as the ratio of total outputs to total inputs. Also, the efficiencies estimated are relative to the best performing DMU or DMUs. The best performing DMU is given a score of 100% and the performance of other DMUs vary between 0 -100%.

Introduction and Comparison of Data Envelopment Analysis Software Packages

Alireza Alinezhad,Seyyed Hamed Mirtaleb,Javad Khalili
Introduction and Comparison of Data Envelopment Analysis Software Packages Book PDF

Author : Alireza Alinezhad,Seyyed Hamed Mirtaleb,Javad Khalili
Publisher : Unknown
Page : 0 pages
File Size : 55,7 Mb
Release : 2021
Category : Data envelopment analysis
ISBN : 1536191191

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Introduction and Comparison of Data Envelopment Analysis Software Packages by Alireza Alinezhad,Seyyed Hamed Mirtaleb,Javad Khalili Pdf

"This book presents and compares 11 software packages of Data Envelopment Analysis (DEA). Performance measurement is done by various methods, one of which is DEA. Due to the ability of DEA models to meet practical requirements, extensive research can be conducted in the fields of mathematics, management, economics, and engineering. Therefore, during recent decades, the use of this method has been considered with significant growth among researchers. DEA evaluates the performance of Decision Making Units (DMUs) by using linear programming. Since linear programming should be solved for each DMU, performance measurement for a large number of DMUs is difficult and time-consuming. For this purpose, various software packages have been designed and developed to address these problems. Each of these software's is designed for different purposes and has different features and applications. The main objectives of this book are to introduce, express the advantages and disadvantages of each of these software packages, as well as their comparisons"--

Introduction to the Theory and Application of Data Envelopment Analysis

Emmanuel Thanassoulis
Introduction to the Theory and Application of Data Envelopment Analysis Book PDF

Author : Emmanuel Thanassoulis
Publisher : Springer Science & Business Media
Page : 296 pages
File Size : 46,8 Mb
Release : 2013-06-29
Category : Business & Economics
ISBN : 9781461514077

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Introduction to the Theory and Application of Data Envelopment Analysis by Emmanuel Thanassoulis Pdf

1 DATA ENVELOPMENT ANALYSIS Data Envelopment Analysis (DEA) was initially developed as a method for assessing the comparative efficiencies of organisational units such as the branches of a bank, schools, hospital departments or restaurants. The key in each case is that they perform feature which makes the units comparable the same function in terms of the kinds of resource they use and the types of output they produce. For example all bank branches to be compared would typically use staff and capital assets to effect income generating activities such as advancing loans, selling financial products and carrying out banking transactions on behalf of their clients. The efficiencies assessed in this context by DEA are intended to reflect the scope for resource conservation at the unit being assessed without detriment to its outputs, or alternatively, the scope for output augmentation without additional resources. The efficiencies assessed are comparative or relative because they reflect scope for resource conservation or output augmentation at one unit relative to other comparable benchmark units rather than in some absolute sense. We resort to relative rather than absolute efficiencies because in most practical contexts we lack sufficient information to derive the superior measures of absolute efficiency. DEA was initiated by Charnes Cooper and Rhodes in 1978 in their seminal paper Chames et al. (1978). The paper operationalised and extended by means of linear programming production economics concepts of empirical efficiency put forth some twenty years earlier by Farrell (1957).

Stochastic Benchmarking

Alireza Amirteimoori,Biresh K. Sahoo,Vincent Charles,Saber Mehdizadeh
Stochastic Benchmarking Book PDF

Author : Alireza Amirteimoori,Biresh K. Sahoo,Vincent Charles,Saber Mehdizadeh
Publisher : Springer Nature
Page : 154 pages
File Size : 47,6 Mb
Release : 2021-12-11
Category : Business & Economics
ISBN : 9783030898694

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Stochastic Benchmarking by Alireza Amirteimoori,Biresh K. Sahoo,Vincent Charles,Saber Mehdizadeh Pdf

This book introduces readers to benchmarking techniques in the stochastic environment, primarily stochastic data envelopment analysis (DEA), and provides stochastic models in DEA for the possibility of variations in inputs and outputs. It focuses on the application of theories and interpretations of the mathematical programs, which are combined with economic and organizational thinking. The book’s main purpose is to shed light on the advantages of the different methods in deterministic and stochastic environments and thoroughly prepare readers to properly use these methods in various cases. Simple examples, along with graphical illustrations and real-world applications in industry, are provided for a better understanding. The models introduced here can be easily used in both theoretical and real-world evaluations. This book is intended for graduate and PhD students, advanced consultants, and practitioners with an interest in quantitative performance evaluation.

Data Envelopment Analysis: Theory, Methodology, and Applications

Abraham Charnes,William W. Cooper,Arie Y. Lewin,Lawrence M. Seiford
Data Envelopment Analysis Theory Methodology and Applications Book PDF

Author : Abraham Charnes,William W. Cooper,Arie Y. Lewin,Lawrence M. Seiford
Publisher : Springer Science & Business Media
Page : 507 pages
File Size : 45,5 Mb
Release : 2013-12-01
Category : Business & Economics
ISBN : 9789401106375

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Data Envelopment Analysis: Theory, Methodology, and Applications by Abraham Charnes,William W. Cooper,Arie Y. Lewin,Lawrence M. Seiford Pdf

This book represents a milestone in the progression of Data Envelop ment Analysis (DEA). It is the first reference text which includes a comprehensive review and comparative discussion of the basic DEA models. The development is anchored in a unified mathematical and graphical treatment and includes the most important modeling ex tensions. In addition, this is the first book that addresses the actual process of conducting DEA analyses including combining DEA and 1 parametric techniques. The book has three other distinctive features. It traces the applications driven evolution and diffusion of DEA models and extensions across disciplinary boundaries. It includes a comprehensive bibliography to serve as a source of references as well as a platform for further develop ments. And, finally, the power of DEA analysis is demonstrated through fifteen novel applications which should serve as an inspiration for future applications and extensions of the methodology. The origin of this book was a Conference on New Uses of DEA in 2 Management and Public Policy which was held at the IC Institute of the University of Texas at Austin on September 27-29, 1989. The conference was made possible through NSF Grant #SES-8722504 (A. Charnes and 2 W. W. Cooper, co-PIs) and the support of the IC Institute.

Data Envelopment Analysis with R

Farhad Hosseinzadeh Lotfi,Ali Ebrahimnejad,Mohsen Vaez-Ghasemi,Zohreh Moghaddas
Data Envelopment Analysis with R Book PDF

Author : Farhad Hosseinzadeh Lotfi,Ali Ebrahimnejad,Mohsen Vaez-Ghasemi,Zohreh Moghaddas
Publisher : Springer
Page : 236 pages
File Size : 54,8 Mb
Release : 2019-07-23
Category : Technology & Engineering
ISBN : 9783030242770

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Data Envelopment Analysis with R by Farhad Hosseinzadeh Lotfi,Ali Ebrahimnejad,Mohsen Vaez-Ghasemi,Zohreh Moghaddas Pdf

This book introduces readers to the use of R codes for optimization problems. First, it provides the necessary background to understand data envelopment analysis (DEA), with a special emphasis on fuzzy DEA. It then describes DEA models, including fuzzy DEA models, and shows how to use them to solve optimization problems with R. Further, it discusses the main advantages of R in optimization problems, and provides R codes based on real-world data sets throughout. Offering a comprehensive review of DEA and fuzzy DEA models and the corresponding R codes, this practice-oriented reference guide is intended for masters and Ph.D. students in various disciplines, as well as practitioners and researchers.

Introduction to Data Envelopment Analysis and Its Uses

William W. Cooper,Lawrence M. Seiford,Kaoru Tone
Introduction to Data Envelopment Analysis and Its Uses Book PDF

Author : William W. Cooper,Lawrence M. Seiford,Kaoru Tone
Publisher : Springer
Page : 0 pages
File Size : 41,6 Mb
Release : 2008-11-01
Category : Business & Economics
ISBN : 0387509224

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Introduction to Data Envelopment Analysis and Its Uses by William W. Cooper,Lawrence M. Seiford,Kaoru Tone Pdf

Introduction to Data Envelopment Analysis and Its Uses: With DEA-Solver Software and References has been carefully designed by the authors to provide a systematic introduction to DEA and its uses as a multifaceted tool for evaluating problems in a variety of contexts. The authors have been involved in DEA's development from the beginning. William Cooper (with Abraham Charnes and Edwardo Rhodes) is a founder of DEA. Lawrence Seiford and Kaoru Tone have been actively involved as researchers and practitioners from its earliest beginnings. All have been deeply involved in uses of DEA in practical applications as well as in the development of its basic theory and methodologies. The result is a textbook grounded in authority, experience and substance.

An Introduction to Efficiency and Productivity Analysis

Timothy J. Coelli,Dodla Sai Prasada Rao,Christopher J. O'Donnell,George Edward Battese
An Introduction to Efficiency and Productivity Analysis Book PDF

Author : Timothy J. Coelli,Dodla Sai Prasada Rao,Christopher J. O'Donnell,George Edward Battese
Publisher : Springer Science & Business Media
Page : 376 pages
File Size : 51,7 Mb
Release : 2005-07-22
Category : Business & Economics
ISBN : 0387242651

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An Introduction to Efficiency and Productivity Analysis by Timothy J. Coelli,Dodla Sai Prasada Rao,Christopher J. O'Donnell,George Edward Battese Pdf

Softcover version of the second edition Hardcover. Incorporates a new author, Dr. Chris O'Donnell, who brings considerable expertise to the project in the area of performance measurement. Numerous topics are being added and more applications using real data, as well as exercises at the end of the chapters. Data sets, computer codes and software will be available for download from the web to accompany the volume.

Data Envelopment Analysis

Subhash C. Ray
Data Envelopment Analysis Book PDF

Author : Subhash C. Ray
Publisher : Cambridge University Press
Page : 376 pages
File Size : 48,7 Mb
Release : 2004-06-07
Category : Business & Economics
ISBN : 1139453319

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Data Envelopment Analysis by Subhash C. Ray Pdf

Using the neo-classical theory of production economics as the analytical framework, this book, first published in 2004, provides a unified and easily comprehensible, yet fairly rigorous, exposition of the core literature on data envelopment analysis (DEA) for readers based in different disciplines. The various DEA models are developed as nonparametric alternatives to the econometric models. Apart from the standard fare consisting of the basic input- and output-oriented DEA models formulated by Charnes, Cooper, and Rhodes, and Banker, Charnes, and Cooper, the book covers developments such as the directional distance function, free disposal hull (FDH) analysis, non-radial measures of efficiency, multiplier bounds, mergers and break-up of firms, and measurement of productivity change through the Malmquist total factor productivity index. The chapter on efficiency measurement using market prices provides the critical link between DEA and the neo-classical theory of a competitive firm. The book also covers several forms of stochastic DEA in detail.

Network Data Envelopment Analysis

Chiang Kao
Network Data Envelopment Analysis Book PDF

Author : Chiang Kao
Publisher : Springer
Page : 443 pages
File Size : 40,5 Mb
Release : 2016-08-23
Category : Business & Economics
ISBN : 9783319317182

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Network Data Envelopment Analysis by Chiang Kao Pdf

This book presents the underlying theory, model development, and applications of network Data Envelopment Analysis (DEA) in a systematic way. The field of network DEA extends and complements conventional DEA by considering not only inputs and outputs when measuring system efficiency, but also the internal structure of the system being analyzed. By analyzing the efficiency of individual internal components, and more particularly by studying the effects of relationships among components which are modeled and implemented by means of various network structures, the “network DEA” approach is able to help identify and manage the specific components that contribute inefficiencies into the overall systems. This relatively new approach comprises an important analytical tool based on mathematical programming techniques, with valuable implications to production and operations management. The existing models for measuring the efficiency of systems of specific network structures are also discussed, and the relationships between the system and component efficiencies are explored. This book should be able to inspire new research and new applications based on the current state of the art. Performance evaluation is an important task in management, and is needed to (i) better understand the past accomplishments of an organization and (ii) plan for its future development. However, this task becomes rather challenging when multiple performance metrics are involved. DEA is a powerful tool to cope with such issues. For systems or operations composed of interrelated processes, managers need to know how the performances of the various processes evaluated and how they are aggregated to form the overall performance of the system. This book provides an advanced exposition on performance evaluation of systems with network structures. It explores the network nature of most production and operation systems, and explains why network analyses are necessary.

An Introduction to Data Envelopment Analysis

Ramu Ramanathan
An Introduction to Data Envelopment Analysis Book PDF

Author : Ramu Ramanathan
Publisher : Unknown
Page : 201 pages
File Size : 45,8 Mb
Release : 2003
Category : Data envelopment analysis
ISBN : 8178292610

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An Introduction to Data Envelopment Analysis by Ramu Ramanathan Pdf

"From the Foreword: " 'This book is an excellent tool for practitioners who are interested in the merits and pitfalls of the technique . (The author's) research is an example of inventiveness, diligence and accuracy' - "Freerk A. Lootsma, Delft Institute of Technology " Data envelopment Analysis is a Mathematical Programme for measuring performance efficiency of organizational units. The organizational units, termed as decision-making units (DMU) can be of any kind: manufacturing units, a set of schools, banks, hospitals, power plants, police stations, prisons, a set of firms etc. DEA has been unsuccessfully applied to measure the performance efficiency of these different kinds of DMUs which share a common characteristic - that they are non-profit organization where measurement of performance efficiency is difficult. DEA has been employed for assessing the relative performance of a set of firms that use a variety of identical inputs-say in the case of a school: quality of students, teachers, grants etc., -to produce a variety of identical outputs-number of students who pass the final year, average grades obtained by the students in the final year etc. DEA assumes the performance of the DMUs by using the concepts of efficiency or productivity which is measured as the ratio of total outputs to total inputs. Also, the efficiencies estimated are relative to the best performing DMU or DMUs. The best performing DMU is given a score of 100% and the performance of other DMUs vary between 0 -100%."

Data Envelopment Analysis with GAMS

Ali Emrouznejad,Konstantinos Petridis,Vincent Charles
Data Envelopment Analysis with GAMS Book PDF

Author : Ali Emrouznejad,Konstantinos Petridis,Vincent Charles
Publisher : Springer Nature
Page : 160 pages
File Size : 49,8 Mb
Release : 2023-07-04
Category : Business & Economics
ISBN : 9783031307010

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Data Envelopment Analysis with GAMS by Ali Emrouznejad,Konstantinos Petridis,Vincent Charles Pdf

This book provides a comprehensive and practical introduction to Data Envelopment Analysis (DEA). It explains how this non-parametric technique is used to measure performance and extract efficiency from homogeneous entities within a production procedure. It situates DEA within a growing field of productivity analysis and performance measurement, for which numerous models have been proposed. This book encapsulates all of the advances in DEA models proposed in the literature. These models are presented in the context of the GAMS software, which is a powerful tool for mathematical programming models. This book serves two educational purposes: it introduces readers to DEA models and provides examples using GAMS. In addition, the reader is introduced to GAMS programming, as well as innovative and practical applications. GAMS codes are available for free, allowing readers to test and expand the models to meet their specific needs.

Data Envelopment Analysis

William W. Cooper,Lawrence M. Seiford,Kaoru Tone
Data Envelopment Analysis Book PDF

Author : William W. Cooper,Lawrence M. Seiford,Kaoru Tone
Publisher : Springer Science & Business Media
Page : 492 pages
File Size : 43,8 Mb
Release : 2007-01-10
Category : Business & Economics
ISBN : 9780387452838

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Data Envelopment Analysis by William W. Cooper,Lawrence M. Seiford,Kaoru Tone Pdf

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.