Use of Data Envelopment Analysis in Accounting Applications

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ISBN 13 :
Total Pages : 508 pages
Book Rating : 4.:/5 (89 download)

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Book Synopsis Use of Data Envelopment Analysis in Accounting Applications by : Jean C. Bedard

Download or read book Use of Data Envelopment Analysis in Accounting Applications written by Jean C. Bedard and published by . This book was released on 1985 with total page 508 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Use of Data Envelopment Analysis in Accounting Applications

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Publisher :
ISBN 13 :
Total Pages : 233 pages
Book Rating : 4.:/5 (314 download)

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Book Synopsis Use of Data Envelopment Analysis in Accounting Applications by : Jean Catherine Bedard

Download or read book Use of Data Envelopment Analysis in Accounting Applications written by Jean Catherine Bedard and published by . This book was released on 1986 with total page 233 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Data Envelopment Analysis in the Financial Services Industry

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Publisher : Springer
ISBN 13 : 3319697250
Total Pages : 379 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Data Envelopment Analysis in the Financial Services Industry by : Joseph C. Paradi

Download or read book Data Envelopment Analysis in the Financial Services Industry written by Joseph C. Paradi and published by Springer. This book was released on 2017-11-21 with total page 379 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the methodology and applications of Data Envelopment Analysis (DEA) in measuring productivity, efficiency and effectiveness in Financial Services firms such as banks, bank branches, stock markets, pension funds, mutual funds, insurance firms, credit unions, risk tolerance, and corporate failure prediction. Financial service DEA research includes banking; insurance businesses; hedge, pension and mutual funds; and credit unions. Significant business transactions among financial service organizations such as bank mergers and acquisitions and valuation of IPOs have also been the focus of DEA research. The book looks at the range of DEA uses for financial services by presenting prior studies, examining the current capabilities reflected in the most recent research, and projecting future new uses of DEA in finance related applications.

Special Issue on Innovative Applications of Data Envelopment Analysis to Accounting and Finance

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ISBN 13 :
Total Pages : 79 pages
Book Rating : 4.:/5 (931 download)

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Book Synopsis Special Issue on Innovative Applications of Data Envelopment Analysis to Accounting and Finance by :

Download or read book Special Issue on Innovative Applications of Data Envelopment Analysis to Accounting and Finance written by and published by . This book was released on 2013 with total page 79 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Introduction to the Theory and Application of Data Envelopment Analysis

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Publisher : Springer Science & Business Media
ISBN 13 : 146151407X
Total Pages : 296 pages
Book Rating : 4.4/5 (615 download)

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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 and published by Springer Science & Business Media. This book was released on 2013-06-29 with total page 296 pages. 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

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Publisher : Springer Science & Business Media
ISBN 13 : 9401106371
Total Pages : 507 pages
Book Rating : 4.4/5 (11 download)

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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 and published by Springer Science & Business Media. This book was released on 2013-12-01 with total page 507 pages. 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.

Handbook on Data Envelopment Analysis in Business, Finance, and Sustainability

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Publisher : World Scientific Publishing Europe Limited
ISBN 13 : 9781800615779
Total Pages : 0 pages
Book Rating : 4.6/5 (157 download)

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Book Synopsis Handbook on Data Envelopment Analysis in Business, Finance, and Sustainability by : Sabri Boubaker

Download or read book Handbook on Data Envelopment Analysis in Business, Finance, and Sustainability written by Sabri Boubaker and published by World Scientific Publishing Europe Limited. This book was released on 2024 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This Handbook seeks for methodological, empirical, and policy-oriented contributions to provide scholars, investors, regulatory bodies, and policymakers with comprehensive insights on the efficiency and performance evaluation of businesses, financial, and accounting institutions or organizations to identify important issues for future investment, regulation, and policy-making strategies. The following areas are of particular interest: Part I: DEA in Business (including but not limited to agriculture, manufacturing, healthcare, transportation, hotel, aviation, and education) Part II: DEA in Banking and Finance (including but not limited to commercial/conventional banks, Islamic banks, insurance, credit, and Fintech institutions) Part III: DEA in Sustainability"--

Application of Data Envelopment Analysis in Auditing

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ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (13 download)

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Book Synopsis Application of Data Envelopment Analysis in Auditing by : Ehsan H. Feroz

Download or read book Application of Data Envelopment Analysis in Auditing written by Ehsan H. Feroz and published by . This book was released on 2019 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: A data processing procedure, DEA (Data Envelopment Analysis) is described as as an analytical tool in audit engagement. DEA receives data inputs from from financial statements of a plurality of clients, constructs efficiency frontiers and evaluates relative income efficiencies. DEA can be used in the overall review stage to detect any anomalies and to assess the reasonableness of financial statements. Application of DEA can significantly minimize errors in an audit judgment by providing accurate and reliable benchmarks and red flags at a reasonable low cost.

Handbook of Operations Analytics Using Data Envelopment Analysis

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Publisher : Springer
ISBN 13 : 1489977058
Total Pages : 511 pages
Book Rating : 4.4/5 (899 download)

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Book Synopsis Handbook of Operations Analytics Using Data Envelopment Analysis by : Shiuh-Nan Hwang

Download or read book Handbook of Operations Analytics Using Data Envelopment Analysis written by Shiuh-Nan Hwang and published by Springer. This book was released on 2016-07-01 with total page 511 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook focuses on Data Envelopment Analysis (DEA) applications in operations analytics which are fundamental tools and techniques for improving operation functions and attaining long-term competitiveness. In fact, the handbook demonstrates that DEA can be viewed as Data Envelopment Analytics. Chapters include a review of cross-efficiency evaluation; a case study on measuring the environmental performance of OECS countries; how to select a set of performance metrics in DEA with an application to American banks; a relational network model to take the operations of individual periods into account in measuring efficiencies; how the efficient frontier methods DEA and stochastic frontier analysis (SFA) can be used synergistically; and how to integrate DEA and multidimensional scaling. In other chapters, authors construct a dynamic three-stage network DEA model; a bootstrapping based methodology to evaluate returns to scale and convexity assumptions in DEA; hybridizing DEA and cooperative games; using DEA to represent the production technology and directional distance functions to measure band performance; an input-specific Luenberger energy and environmental productivity indicator; and the issue of reference set by differentiating between the uniquely found reference set and the unary and maximal types of the reference set. Finally, additional chapters evaluate and compare the technological advancement observed in different hybrid electric vehicles (HEV) market segments over the past 15 years; radial measurement of efficiency for the production process possessing multi-components under different production technologies; issues around the use of accounting information in DEA; how to use DEA environmental assessment to establish corporate sustainability; a summary of research efforts on DEA environmental assessment applied to energy in the last 30 years; and an overview of DEA and how it can be utilized alone and with other techniques to investigate corporate environmental sustainability questions.

Introduction to Data Envelopment Analysis and Its Uses

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Publisher : Springer Science & Business Media
ISBN 13 : 9780387285801
Total Pages : 396 pages
Book Rating : 4.2/5 (858 download)

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Book Synopsis Introduction to Data Envelopment Analysis and Its Uses by : William W. Cooper

Download or read book Introduction to Data Envelopment Analysis and Its Uses written by William W. Cooper and published by Springer Science & Business Media. This book was released on 2005-11-16 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Handbook On Data Envelopment Analysis In Business, Finance, And Sustainability: Recent Trends And Developments

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Publisher : World Scientific
ISBN 13 : 1800615795
Total Pages : 619 pages
Book Rating : 4.8/5 (6 download)

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Book Synopsis Handbook On Data Envelopment Analysis In Business, Finance, And Sustainability: Recent Trends And Developments by : Sabri Boubaker

Download or read book Handbook On Data Envelopment Analysis In Business, Finance, And Sustainability: Recent Trends And Developments written by Sabri Boubaker and published by World Scientific. This book was released on 2024-07-26 with total page 619 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Handbook presents recent trends and new developments in Data Envelopment Analysis (DEA) research within the realms of business, finance, and sustainability. Divided into three distinct parts, it encompasses 19 chapters that offer insightful studies conducted in diverse national environments and organizational settings.Part I focuses on DEA applications in business, including healthcare, supply chain management, and governmental organizations. Part II delves into the application of DEA in banking and finance, providing valuable insights into the efficiency and performance of financial institutions. Part III explores DEA's diverse applications in sustainability, addressing topics such as sustainability indicators, resource mobilization, food production, and farming. In essence, this Handbook stands as an invaluable reference work for stakeholders seeking to optimize organizational efficiency and performance across a variety of sectors.

Handbook on Data Envelopment Analysis

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Publisher : Springer Science & Business Media
ISBN 13 : 1441961518
Total Pages : 513 pages
Book Rating : 4.4/5 (419 download)

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Book Synopsis Handbook on Data Envelopment Analysis by : William W. Cooper

Download or read book Handbook on Data Envelopment Analysis written by William W. Cooper and published by Springer Science & Business Media. This book was released on 2011-08-23 with total page 513 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

The Measurement of Productive Efficiency

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Publisher : Oxford University Press
ISBN 13 : 0195361105
Total Pages : 442 pages
Book Rating : 4.1/5 (953 download)

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Book Synopsis The Measurement of Productive Efficiency by : Harold O. Fried

Download or read book The Measurement of Productive Efficiency written by Harold O. Fried and published by Oxford University Press. This book was released on 1993-04-22 with total page 442 pages. Available in PDF, EPUB and Kindle. Book excerpt: This work focuses on measuring and explaining producer performance. The authors view performance as a function of the state of technology and economic efficiency, with the former defining a frontier relation between inputs and outputs; the former incorporating waste and misallocation relative to this frontier. They show that insights can be gained by allowing for the possibility of a divergence between the economic objective and actual performance, and by associating this inefficiency with causal variables subject to managerial or policy influence. Derived from a series of lectures held on techniques and applications of the three approaches to the construction of production frontiers and measure of efficiency, this work will be an essential reference to scholars of a variety of disciplines who are involved with quantitative methods or policy.

Data Envelopment Analysis

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Publisher : Springer Science & Business Media
ISBN 13 : 0306475413
Total Pages : 338 pages
Book Rating : 4.3/5 (64 download)

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Book Synopsis Data Envelopment Analysis by : William W. Cooper

Download or read book Data Envelopment Analysis written by William W. Cooper and published by Springer Science & Business Media. This book was released on 2007-05-08 with total page 338 pages. Available in PDF, EPUB and Kindle. Book excerpt: In a relatively short period of time Data Envelopment Analysis (DEA) 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 contexts worldwide. In many cases evaluations of these entities have been resistant to other approaches because complex, multiple levels of (often) poorly understood relations must be considered. A few examples of these multifaceted problems are (1) maintenance activities of US Air Force bases in geographically dispersed locations, (2) police force efficiencies in the United Kingdom, (3) branch bank performances in Canada, Cyprus, and other countries and (4) the efficiency of universities in performing their education and research functions in the U.S., England, and France. In addition to localized problems, DEA applications have been extended to performance evaluations of `larger entities' such as cities, regions, and countries. These extensions have a wider scope than traditional analyses because they include `social' and `safety-net' expenditures as inputs and various `quality-of-life' dimensions as outputs. In other applications, DEA has been used to supply new insights into business activities and into the methods that have been used to evaluate these activities. These include `benchmarking' studies of professional organizations including legal and accounting societies, as well as organizational forms--such as evaluating the relative efficiencies of the `mutual' vs. `corporate' forms of organization that are used in the U.S. insurance industry. Finally, DEA can also be used to evaluate objects as well as governmental, business and societal activities. For example, a test study found that DEA compared favorably with traditional engineering approaches for use in evaluating the relative efficiencies of jet aircraft engines. These advantages accrued to DEA because of its ability to simultaneously handle multiple outputs and inputs without having to first specify a system of weights for use in effecting these evaluations. Data Envelopment Analysis: A Comprehensive Text with Models, Applications, References, and DEA-Solver Software 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 objective is to introduce students, researchers, and practitioners in business, economics, engineering, and the sciences to Data Envelopment Analysis. 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. Please see the book's preface for chapter-by-chapter information on specific features and information on the supporting DEA-Solver software. The preface can be found and downloaded at the internet.

Financial Statement Analysis

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ISBN 13 :
Total Pages : 11 pages
Book Rating : 4.:/5 (129 download)

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Book Synopsis Financial Statement Analysis by : Ehsan H. Feroz

Download or read book Financial Statement Analysis written by Ehsan H. Feroz and published by . This book was released on 2018 with total page 11 pages. Available in PDF, EPUB and Kindle. Book excerpt: Ratio analysis is a commonly used analytical tool for verifying the performance of a firm. While ratios are easy to compute, which in part explains their wide appeal, their interpretation is problematic when two or more ratios provide conflicting signals. Indeed, ratio analysis is often criticized on the grounds of subjectivity, that is the analysts must pick and choose ratios in order to asses the overall performance of a firm.lt;brgt;lt;brgt;In this paper, we demonstrate that Data Envelopment Analysis (DEA) can augment the traditional ratio analysis. DEA can provide a consistent and reliable measure of the managerial or operational efficiency of the firm. We test the null hypothesis that there is no relationship between DEA and traditional accounting ratios as a measure of performance of a firm. Our results reject the null hypothesis indicating that DEA can provide information to analysts that is additional to that provided by the traditional ratio analysis. We illustrate the application of DEA to the oil and gas industry to demonstrate how financial analysts can employ DEA as a complement to ratio analysis.lt;brgt;lt;brgt;This paper was categorized as a theoretical paper by the editors of the Journal of the Operational Research Society. The algorithms used in the paper provided a basis for Invention Disclosure with the University of Minnesota Patent Office.

Data Envelopment Analysis

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Publisher : Springer
ISBN 13 : 1489976841
Total Pages : 594 pages
Book Rating : 4.4/5 (899 download)

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Book Synopsis Data Envelopment Analysis by : Joe Zhu

Download or read book Data Envelopment Analysis written by Joe Zhu and published by Springer. This book was released on 2016-03-22 with total page 594 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook compiles state-of-the-art empirical studies and applications using Data Envelopment Analysis (DEA). It includes a collection of 18 chapters written by DEA experts. Chapter 1 examines the performance of CEOs of U.S. banks and thrifts. Chapter 2 describes the network operational structure of transportation organizations and the relative network data envelopment analysis model. Chapter 3 demonstrates how to use different types of DEA models to compute total-factor energy efficiency scores with an application to energy efficiency. In chapter 4, the authors explore the impact of incorporating customers' willingness to pay for service quality in benchmarking models on cost efficiency of distribution networks, and chapter 5 provides a brief review of previous applications of DEA to the professional baseball industry, followed by two detailed applications to Major League Baseball. Chapter 6 examines efficiency and productivity of U.S. property-liability (P-L) insurers using DEA, while chapter 7 presents a two-stage network DEA model that decomposes the overall efficiency of a decision-making unit into two components. Chapter 8 presents a review of the literature of DEA models for the perfoemance assessment of mutual funds, and chapter 9 discusses the management strategies formulation of the international tourist hotel industry in Taiwan. Chapter 10 presents a novel use of the two-stage network DEA to evaluate sustainable product design performances. In chapter 11 authors highlight limitations of some DEA environmental efficiency models, and chapter 12 reviews applications of DEA in secondary and tertiary education. Chapter 13 measures the relative performance of New York State school districts in the 2011-2012 academic year. Chapter 14 provides an introductory prelude to chapters 15 and 16, which both provide detailed applications of DEA in marketing. Chapter 17 then shows how to decompose a new total factor productivity index that satisfies all economically-relevant axioms from index theory with an application to U.S. agriculture. Finally, chapter 18 presents a unique study that conducts a DEA research front analysis, applying a network clustering method to group the DEA literature over the period 2000 to 2014.

Introduction to Data Envelopment Analysis and Its Uses

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Publisher : Springer
ISBN 13 : 9780387509228
Total Pages : 0 pages
Book Rating : 4.5/5 (92 download)

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Book Synopsis Introduction to Data Envelopment Analysis and Its Uses by : William W. Cooper

Download or read book Introduction to Data Envelopment Analysis and Its Uses written by William W. Cooper and published by Springer. This book was released on 2008-11-01 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.