Advances In Dea Theory And Applications

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Advances in DEA Theory and Applications

Kaoru Tone
Advances in DEA Theory and Applications Book PDF

Author : Kaoru Tone
Publisher : John Wiley & Sons
Page : 576 pages
File Size : 45,8 Mb
Release : 2017-04-12
Category : Mathematics
ISBN : 9781118946701

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Advances in DEA Theory and Applications by Kaoru Tone Pdf

A key resource and framework for assessing the performance of competing entities, including forecasting models Advances in DEA Theory and Applications provides a much-needed framework for assessing the performance of competing entities with special emphasis on forecasting models. It helps readers to determine the most appropriate methodology in order to make the most accurate decisions for implementation. Written by a noted expert in the field, this text provides a review of the latest advances in DEA theory and applications to the field of forecasting. Designed for use by anyone involved in research in the field of forecasting or in another application area where forecasting drives decision making, this text can be applied to a wide range of contexts, including education, health care, banking, armed forces, auditing, market research, retail outlets, organizational effectiveness, transportation, public housing, and manufacturing. This vital resource: Explores the latest developments in DEA frameworks for the performance evaluation of entities such as public or private organizational branches or departments, economic sectors, technologies, and stocks Presents a novel area of application for DEA; namely, the performance evaluation of forecasting models Promotes the use of DEA to assess the performance of forecasting models in a wide area of applications Provides rich, detailed examples and case studies Advances in DEA Theory and Applications includes information on a balanced benchmarking tool that is designed to help organizations examine their assumptions about their productivity and performance.

Advances in DEA Theory and Applications

Kaoru Tone
Advances in DEA Theory and Applications Book PDF

Author : Kaoru Tone
Publisher : John Wiley & Sons
Page : 579 pages
File Size : 40,8 Mb
Release : 2017-06-26
Category : Mathematics
ISBN : 9781118945629

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Advances in DEA Theory and Applications by Kaoru Tone Pdf

A key resource and framework for assessing the performance of competing entities, including forecasting models Advances in DEA Theory and Applications provides a much-needed framework for assessing the performance of competing entities with special emphasis on forecasting models. It helps readers to determine the most appropriate methodology in order to make the most accurate decisions for implementation. Written by a noted expert in the field, this text provides a review of the latest advances in DEA theory and applications to the field of forecasting. Designed for use by anyone involved in research in the field of forecasting or in another application area where forecasting drives decision making, this text can be applied to a wide range of contexts, including education, health care, banking, armed forces, auditing, market research, retail outlets, organizational effectiveness, transportation, public housing, and manufacturing. This vital resource: Explores the latest developments in DEA frameworks for the performance evaluation of entities such as public or private organizational branches or departments, economic sectors, technologies, and stocks Presents a novel area of application for DEA; namely, the performance evaluation of forecasting models Promotes the use of DEA to assess the performance of forecasting models in a wide area of applications Provides rich, detailed examples and case studies Advances in DEA Theory and Applications includes information on a balanced benchmarking tool that is designed to help organizations examine their assumptions about their productivity and performance.

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 : 47,8 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.

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 : 44,8 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.

Modeling Performance Measurement

Wade D. Cook,Joe Zhu
Modeling Performance Measurement Book PDF

Author : Wade D. Cook,Joe Zhu
Publisher : Springer Science & Business Media
Page : 417 pages
File Size : 47,7 Mb
Release : 2006-06-03
Category : Business & Economics
ISBN : 9780387241388

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Modeling Performance Measurement by Wade D. Cook,Joe Zhu Pdf

This volume addresses advanced DEA methodology and techniques developed for modeling unique new performance evaluation issues. Many numerical examples, real management cases and verbal descriptions make it very valuable for researchers and practitioners.

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 : 536 pages
File Size : 54,8 Mb
Release : 1995-07-31
Category : Business & Economics
ISBN : 0792394801

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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.

Advances in Data Envelopment Analysis

Rolf Färe,Shawna Grosskopf,Dimitris Margaritis
Advances in Data Envelopment Analysis Book PDF

Author : Rolf Färe,Shawna Grosskopf,Dimitris Margaritis
Publisher : World Scientific
Page : 112 pages
File Size : 50,9 Mb
Release : 2015-03-26
Category : Business & Economics
ISBN : 9789814644563

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Advances in Data Envelopment Analysis by Rolf Färe,Shawna Grosskopf,Dimitris Margaritis Pdf

Data Envelopment Analysis (DEA) is often overlooked in empirical work such as diagnostic tests to determine whether the data conform with technology which, in turn, is important in identifying technical change, or finding which types of DEA models allow data transformations, including dealing with ordinal data. Advances in Data Envelopment Analysis focuses on both theoretical developments and their applications into the measurement of productive efficiency and productivity growth, such as its application to the modelling of time substitution, i.e. the problem of how to allocate resources over time, and estimating the "value" of a Decision Making Unit (DMU). Contents:AcknowledgementsPrefaceIntroduction:The DEA Technology and Its Representation(Axiomatic) Properties of the DEA ModelAppendixLooking at the Data in DEA:Data DiagnosticsTechnical ChangeData TranslationAppendix: Distance FunctionsDEA and Intensity Variables:On Shephard's Duality TheoryAdjoint Transformations in DEAThe Diet ProblemPricing Decision Making UnitsDEA and Directional Distance Functions:Directional VectorsAggregation and Directional VectorsEndogenizing the Directional VectorAppendixDEA and Time Substitution:Theoretical UnderpinningReassessing the EU Stability and Growth PactMethodSome Limitations of Two DEA Models:The Non-Archimedean and DEASuper-Efficiency and ZerosReferences Readership: Advanced postgraduate students and researchers in operations research and economics with a particular interest in production theory and operations management. Keywords:Optimization Techniques;Multifactor Productivity;Intertemporal Firm Choice;Technological Change: Choices and Consequences;Diffusion Processes;Data Envelopment Analysis;Operations Research

Network Data Envelopment Analysis

Chiang Kao
Network Data Envelopment Analysis Book PDF

Author : Chiang Kao
Publisher : Springer
Page : 443 pages
File Size : 50,7 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.

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 : 51,9 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.

Advanced Intelligent Computing Theories and Applications

De-Shuang Huang,Zhongming Zhao,Vitoantonio Bevilacqua,Juan Carlos Figueroa
Advanced Intelligent Computing Theories and Applications Book PDF

Author : De-Shuang Huang,Zhongming Zhao,Vitoantonio Bevilacqua,Juan Carlos Figueroa
Publisher : Springer
Page : 689 pages
File Size : 47,5 Mb
Release : 2010-08-27
Category : Computers
ISBN : 9783642149221

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Advanced Intelligent Computing Theories and Applications by De-Shuang Huang,Zhongming Zhao,Vitoantonio Bevilacqua,Juan Carlos Figueroa Pdf

The International Conference on Intelligent Computing (ICIC) was formed to provide an annual forum dedicated to the emerging and challenging topics in artificial intel- gence, machine learning, pattern recognition, image processing, bioinformatics, and computational biology. It aims to bring together researchers and practitioners from both academia and industry to share ideas, problems, and solutions related to the m- tifaceted aspects of intelligent computing. ICIC 2010, held in Changsha, China, August 18-21, 2010, constituted the 6th - ternational Conference on Intelligent Computing. It built upon the success of ICIC 2009, ICIC 2008, ICIC 2007, ICIC 2006, and ICIC 2005 that were held in Ulsan, Korea, Shanghai, Qingdao, Kunming and Hefei, China, respectively. This year, the conference concentrated mainly on the theories and methodologies as well as the emerging applications of intelligent computing. Its aim was to unify the picture of contemporary intelligent computing techniques as an integral concept that highlights the trends in advanced computational intelligence and bridges theoretical research with applications. Therefore, the theme for this conference was “Advanced Intelligent Computing Technology and Applications”. Papers focusing on this theme were solicited, addressing theories, methodologies, and applications in science and technology.

Data Envelopment Analysis

Subhash C. Ray
Data Envelopment Analysis Book PDF

Author : Subhash C. Ray
Publisher : Cambridge University Press
Page : 376 pages
File Size : 41,7 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.

Handbook on Data Envelopment Analysis

William W. Cooper,Lawrence M. Seiford,Joe Zhu
Handbook on Data Envelopment Analysis Book PDF

Author : William W. Cooper,Lawrence M. Seiford,Joe Zhu
Publisher : Springer Science & Business Media
Page : 498 pages
File Size : 54,6 Mb
Release : 2011-08-23
Category : Business & Economics
ISBN : 1441961518

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Handbook on Data Envelopment Analysis by William W. Cooper,Lawrence M. Seiford,Joe Zhu Pdf

This handbook covers DEA topics that are extensively used and solidly based. The purpose of the handbook is to (1) describe and elucidate the state of the field and (2), where appropriate, extend the frontier of DEA research. It defines the state-of-the-art of DEA methodology and its uses. This handbook is intended to represent a milestone in the progression of DEA. Written by experts, who are generally major contributors to the topics to be covered, it includes a comprehensive review and discussion of basic DEA models, which, in the present issue extensions to the basic DEA methods, and a collection of DEA applications in the areas of banking, engineering, health care, and services. The handbook's chapters are organized into two categories: (i) basic DEA models, concepts, and their extensions, and (ii) DEA applications. First edition contributors have returned to update their work. The second edition includes updated versions of selected first edition chapters. New chapters have been added on: different approaches with no need for a priori choices of weights (called “multipliers) that reflect meaningful trade-offs, construction of static and dynamic DEA technologies, slacks-based model and its extensions, DEA models for DMUs that have internal structures network DEA that can be used for measuring supply chain operations, Selection of DEA applications in the service sector with a focus on building a conceptual framework, research design and interpreting results.

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 : 41,7 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 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 : 50,6 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.

Benchmarking with DEA, SFA, and R

Peter Bogetoft,Lars Otto
Benchmarking with DEA SFA and R Book PDF

Author : Peter Bogetoft,Lars Otto
Publisher : Springer Science & Business Media
Page : 352 pages
File Size : 45,8 Mb
Release : 2010-11-19
Category : Business & Economics
ISBN : 9781441979612

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Benchmarking with DEA, SFA, and R by Peter Bogetoft,Lars Otto Pdf

This book covers recent advances in efficiency evaluations, most notably Data Envelopment Analysis (DEA) and Stochastic Frontier Analysis (SFA) methods. It introduces the underlying theories, shows how to make the relevant calculations and discusses applications. The aim is to make the reader aware of the pros and cons of the different methods and to show how to use these methods in both standard and non-standard cases. Several software packages have been developed to solve some of the most common DEA and SFA models. This book relies on R, a free, open source software environment for statistical computing and graphics. This enables the reader to solve not only standard problems, but also many other problem variants. Using R, one can focus on understanding the context and developing a good model. One is not restricted to predefined model variants and to a one-size-fits-all approach. To facilitate the use of R, the authors have developed an R package called Benchmarking, which implements the main methods within both DEA and SFA. The book uses mathematical formulations of models and assumptions, but it de-emphasizes the formal proofs - in part by placing them in appendices -- or by referring to the original sources. Moreover, the book emphasizes the usage of the theories and the interpretations of the mathematical formulations. It includes a series of small examples, graphical illustrations, simple extensions and questions to think about. Also, it combines the formal models with less formal economic and organizational thinking. Last but not least it discusses some larger applications with significant practical impacts, including the design of benchmarking-based regulations of energy companies in different European countries, and the development of merger control programs for competition authorities.