Modeling Data Irregularities and Structural Complexities in Data Envelopment Analysis - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Modeling Data Irregularities and Structural Complexities in Data Envelopment Analysis write by Joe Zhu. This book was released on 2007-06-08. Modeling Data Irregularities and Structural Complexities in Data Envelopment Analysis available in PDF, EPUB and Kindle. In a relatively short period of time, data envelopment analysis (DEA) has grown into a powerful analytical tool for measuring and evaluating performance. DEA is computational at its core and this book is one of several Springer aim to publish on the subject. This work deals with the micro aspects of handling and modeling data issues in DEA problems. It is a handbook treatment dealing with specific data problems, including imprecise data and undesirable outputs.
Network Data Envelopment Analysis
Network Data Envelopment Analysis - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Network Data Envelopment Analysis write by Chiang Kao. This book was released on 2016-08-23. Network Data Envelopment Analysis available in PDF, EPUB and Kindle. 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.
Data Envelopment Analysis in the Financial Services Industry
Data Envelopment Analysis in the Financial Services Industry - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Data Envelopment Analysis in the Financial Services Industry write by Joseph C. Paradi. This book was released on 2017-11-21. Data Envelopment Analysis in the Financial Services Industry available in PDF, EPUB and Kindle. 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-Enabled Analytics
Data-Enabled Analytics - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Data-Enabled Analytics write by Joe Zhu. This book was released on 2021-12-16. Data-Enabled Analytics available in PDF, EPUB and Kindle. This book explores the novel uses and potentials of Data Envelopment Analysis (DEA) under big data. These areas are of widespread interest to researchers and practitioners alike. Considering the vast literature on DEA, one could say that DEA has been and continues to be, a widely used technique both in performance and productivity measurement, having covered a plethora of challenges and debates within the modelling framework.
Handbook on Data Envelopment Analysis
Handbook on Data Envelopment Analysis - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Handbook on Data Envelopment Analysis write by William W. Cooper. This book was released on 2011-08-23. Handbook on Data Envelopment Analysis available in PDF, EPUB and Kindle. 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.
