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Data Envelopment Analysis with R, Hosseinzadeh Lotfi Farhad, Ebrahimnejad Ali, Vaez-Ghasemi Mohsen


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Автор: Hosseinzadeh Lotfi Farhad, Ebrahimnejad Ali, Vaez-Ghasemi Mohsen
Название:  Data Envelopment Analysis with R
ISBN: 9783030242794
Издательство: Springer
Классификация:



ISBN-10: 303024279X
Обложка/Формат: Paperback
Страницы: 236
Вес: 0.36 кг.
Дата издания: 14.08.2020
Серия: Studies in fuzziness and soft computing
Язык: English
Издание: 1st ed. 2020
Иллюстрации: 1 illustrations, color; 70 illustrations, black and white; xiv, 236 p. 71 illus., 1 illus. in color.
Размер: 23.39 x 15.60 x 1.35 cm
Читательская аудитория: Professional & vocational
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: It then describes DEA models, including fuzzy DEA models, and shows how to use them to solve optimization problems with R. 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.


Uncertain Data Envelopment Analysis

Автор: Meilin Wen
Название: Uncertain Data Envelopment Analysis
ISBN: 366252581X ISBN-13(EAN): 9783662525814
Издательство: Springer
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Цена: 13974.00 р.
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Описание: Chapter 1 gives some basic introduction to uncertain theories, including probability theory, credibility theory, uncertainty theory and chance theory. Chapter 4 and 5 provide two uncertain DEA methods to evaluate the DMUs with limited or insufficient statistical data, named fuzzy DEA and uncertain DEA.

Data Envelopment Analysis in the Financial Services Industry

Автор: Joseph C. Paradi; H. David Sherman; Fai Tam
Название: Data Envelopment Analysis in the Financial Services Industry
ISBN: 3319697234 ISBN-13(EAN): 9783319697239
Издательство: Springer
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Цена: 19564.00 р.
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Описание: 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.

Decision making and performance evaluation using data envelopment analysis

Автор: Khezrimotlagh, Dariush Chen, Yao
Название: Decision making and performance evaluation using data envelopment analysis
ISBN: 331976344X ISBN-13(EAN): 9783319763446
Издательство: Springer
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Цена: 11179.00 р.
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Описание: This book offers new transparent views and step-by-step methods for performance evaluation of a set of units using Data Envelopment Analysis (DEA). The book has twelve practical chapters. Elementary concepts and definitions are gradually built in Chapters 1-6 based upon four examples of one input and one output factors, two input factors, two output factors, and four input and three output factors. Simultaneously, the mathematical foundations using linear programming are also introduced without any prerequisites. A reader with basic knowledge of mathematics and computers is able to understand the contents of the book. In addition, to prevent pre-judgment about the available concepts and definitions in the DEA literature, some new phrases are introduced and, after elucidating each phrase in detail in Chapters 1-6, they are reintroduced for industry-wide accuracy in Chapter 7. After that, some of the more advanced DEA topics are illustrated in Chapters 8-12, such as: production-planning problems, output-input ratio analysis, efficiency over different time periods, Malmquist efficiency indexes, and a delta neighborhood model.

A clear overview of many of the elementary and advanced concepts of DEA is provided, including Technical Efficiency, Relative Efficiency, Cost/Revenue/Profit Efficiency, Price/Overall Efficiency, the DEA axioms, the mathematical background to measure technical efficiency and overall efficiency, the multiplier/envelopment form of basic DEA models in input/output-orientation, the multiplier/envelopment of Additive DEA model, the multiplier/envelopment of slacks-based models, and others. The book also covers a variety of DEA techniques, input-output ratio analysis, the natural relationships between DEA frontier and the ratio of output to input factors, production-planning problems, planning ideas with a centralized decision-making unit, context-dependent DEA, Malmquist efficiency index, efficiency over different time periods, and others. End-of-chapter exercises are provided for each chapter.
Data envelopment analysis :

Автор: Cooper, William W.
Название: Data envelopment analysis :
ISBN: 1489978798 ISBN-13(EAN): 9781489978790
Издательство: Springer
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Цена: 12850.00 р.
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Описание: This volume details basic principles and new developments in Data Envelopment Analysis (DEA). New material in this edition includes coverage of recent developments that have greatly extended the power and scope of DEA.

Dynamics of Data Envelopment Analysis

Автор: Jati Sengupta
Название: Dynamics of Data Envelopment Analysis
ISBN: 9048145821 ISBN-13(EAN): 9789048145829
Издательство: Springer
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Цена: 24869.00 р.
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Data Envelopment Analysis in the Financial Services Industry

Автор: Joseph C. Paradi; H. David Sherman; Fai Keung Tam
Название: Data Envelopment Analysis in the Financial Services Industry
ISBN: 3319888315 ISBN-13(EAN): 9783319888316
Издательство: Springer
Рейтинг:
Цена: 13974.00 р.
Наличие на складе: Поставка под заказ.

Описание: 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.

Data Envelopment Analysis

Автор: Wade D. Cook; Joe Zhu
Название: Data Envelopment Analysis
ISBN: 1489978461 ISBN-13(EAN): 9781489978462
Издательство: Springer
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Цена: 27951.00 р.
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Описание: This comprehensive handbook on state-of-the-art topics in DEA modeling of internal structures and networks presents work by leading researchers who share their results on subjects including additive efficiency decomposition and slacks-based network DEA.

Network Data Envelopment Analysis: Foundations and Extensions

Автор: Kao Chiang
Название: Network Data Envelopment Analysis: Foundations and Extensions
ISBN: 3319811045 ISBN-13(EAN): 9783319811048
Издательство: Springer
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Цена: 27950.00 р.
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Описание: Introduction.- Output-Input Ratio Efficiency Measures.- Distance Function Efficiency Measures.- Slacks-based Efficiency Measures.- Efficiency Measurement in Special Production Stages.- Special Types of Input and Output Factors.- Special Types of Data.- Changes of Efficiency over Time.- Basic Ideas in Efficiency Measurement for Network Systems.- Basic Two-stage Systems.- General Two-stage Systems.- General Multi-stage Systems.- Parallel Systems.- Hierarchical Systems.- Assembly and Disassembly Systems.- Mixed Systems.- Dynamic Systems.- Epilogue.

Modeling Data Irregularities and Structural Complexities in Data Envelopment Analysis

Автор: Joe Zhu; Wade D. Cook
Название: Modeling Data Irregularities and Structural Complexities in Data Envelopment Analysis
ISBN: 1441944001 ISBN-13(EAN): 9781441944009
Издательство: Springer
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Цена: 18167.00 р.
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Описание: In a relatively short period of time, data envelopment analysis (DEA) has grown into a powerful analytical tool for measuring and evaluating performance. It is a handbook treatment dealing with specific data problems, including imprecise data and undesirable outputs.

Uncertain data envelopment analysis

Автор: Wen, Meilin
Название: Uncertain data envelopment analysis
ISBN: 3662438011 ISBN-13(EAN): 9783662438015
Издательство: Springer
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Цена: 12577.00 р.
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Описание: Chapter 1 gives some basic introduction to uncertain theories, including probability theory, credibility theory, uncertainty theory and chance theory. Chapter 4 and 5 provide two uncertain DEA methods to evaluate the DMUs with limited or insufficient statistical data, named fuzzy DEA and uncertain DEA.

Data Envelopment Analysis

Автор: Joe Zhu
Название: Data Envelopment Analysis
ISBN: 1489976825 ISBN-13(EAN): 9781489976826
Издательство: Springer
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Цена: 27950.00 р.
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Описание:

Efficiency Persistence of Bank and Thrift CEOs Using Data Envelopment Analysis.- Assessment of Transportation Performance: A Network Structure.- Total-Factor Energy Efficiency and Its Extensions: Introduction, Computation and Application.- Social cost efficient service quality - Integrating customer valuation in incentive regulation: Evidence from the case of Norway.- DEA Applications to Major League Baseball: Evaluating Manager and Team Efficiencies in Major League Baseball.- Efficiency and Productivity in the US Property-Liability Insurance Industry: Ownership Structure, Product and Distribution Strategies.- Mutual Fund Industry Performance: A Network Data Envelopment Analysis Approach.- DEA performance assessment of mutual funds.- Formulating Management Strategy for International Tourist Hotel Using DEA.- Sustainable Product Design Performance Evaluation with Two-Stage Network Data Envelopment Analysis.- Measuring environmental efficiency: An application to U.S. electric utilities.- Applications of Data Envelopment Analysis in Education.- Performance Benchmarking of School Districts in New York State.- Assessing Efficiency and Effectiveness in Marketing: Applications of Data Envelopment Analysis.- Planning merchandising decisions to account for regional and product assortment differences.- Evaluation of subsidiary marketing performance: combining process and outcome performance metrics.- Nonparametric Estimates of the Components of Productivity and Profitability Change in U.S. Agriculture.- Research Fronts and Prevailing Applications in Data Envelopment Analysis.

Advances In Data Envelopment Analysis

Автор: Fare Rolf Et Al
Название: Advances In Data Envelopment Analysis
ISBN: 9814644544 ISBN-13(EAN): 9789814644549
Издательство: World Scientific Publishing
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Цена: 11880.00 р.
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Описание: 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.


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