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Advances in DEA Theory and Applications

2017-06-26 Mathematics
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Release : 2017-06-26
Genre : Mathematics
Kind : eBook
Book Rating : 62X/5 ( reviews)

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Book Synopsis Advances in DEA Theory and Applications by : Kaoru Tone

Download or read book Advances in DEA Theory and Applications written by Kaoru Tone. This book was released on 2017-06-26. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Introduction to the Theory and Application of Data Envelopment Analysis

2013-06-29 Business & Economics
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Release : 2013-06-29
Genre : Business & Economics
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Book Rating : 07X/5 ( reviews)

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Book Synopsis Introduction to the Theory and Application of Data Envelopment Analysis by : Emmanuel Thanassoulis

Download or read book Introduction to the Theory and Application of Data Envelopment Analysis written by Emmanuel Thanassoulis. This book was released on 2013-06-29. Available in PDF, EPUB and Kindle. Book excerpt: 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).

Data Envelopment Analysis: Theory, Methodology, and Applications

1995-07-31 Business & Economics
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Release : 1995-07-31
Genre : Business & Economics
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Book Rating : 808/5 ( reviews)

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Book Synopsis Data Envelopment Analysis: Theory, Methodology, and Applications by : Abraham Charnes

Download or read book Data Envelopment Analysis: Theory, Methodology, and Applications written by Abraham Charnes. This book was released on 1995-07-31. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Modeling Performance Measurement

2006-06-03 Business & Economics
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Release : 2006-06-03
Genre : Business & Economics
Kind : eBook
Book Rating : 388/5 ( reviews)

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Book Synopsis Modeling Performance Measurement by : Wade D. Cook

Download or read book Modeling Performance Measurement written by Wade D. Cook. This book was released on 2006-06-03. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Advances in the Theory and Applications of Performance Measurement and Management

2024-08-28 Business & Economics
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Release : 2024-08-28
Genre : Business & Economics
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Book Rating : 962/5 ( reviews)

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Book Synopsis Advances in the Theory and Applications of Performance Measurement and Management by : Ali Emrouznejad

Download or read book Advances in the Theory and Applications of Performance Measurement and Management written by Ali Emrouznejad. This book was released on 2024-08-28. Available in PDF, EPUB and Kindle. Book excerpt: This book presents selected proceedings of DEA45: International Conference on Data Envelopment Analysis, which was held September 4-6, 2023, at Surrey Business School, University of Surrey, Guildford, UK. It contains theoretical and empirical papers on Data Envelopment Analysis (DEA) and related fields with a focus on performance measurement and management. It discusses the latest research and developments and their application in various areas such as regulation, agriculture, education, financial and health services. The book is of interest to both researchers and practitioners working on or utilizing the DEA method for examining efficiencies across various organizations.

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