Handbook of Operations Analytics Using Data Envelopment Analysis / Shiuh-Nan Hwang, Hsuan-Shih Lee, Joe Zhu, editors.
Hwang, Shiuh-Nan, editor.; Lee, Hsuan-Shih, editor.; Zhu, Joe, editor.
2016
HA31.38
Available Online

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Title Handbook of Operations Analytics Using Data Envelopment Analysis / Shiuh-Nan Hwang, Hsuan-Shih Lee, Joe Zhu, editors.
ISBN 1489977058 (electronic book)
9781489977052 (electronic book)
1489977031
9781489977038
Published New York : Springer Nature, [2016]
Language English
Description 1 online resource
Call Number HA31.38
Dewey Decimal Classification 300.151
Summary 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.
Bibliography, etc. Note Includes bibliographical references and index.
Access Note Access limited to authorized users.
Source of Description Online resource; title from PDF title page (viewed August 18, 2016).
Added Author Hwang, Shiuh-Nan, editor.
Lee, Hsuan-Shih, editor.
Zhu, Joe, editor.
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Ranking Decision Making Units: The Cross-Efficiency Evaluation
Data Envelopment Analysis for Measuring Environmental Performance
Input and Output Search in DEA: The Case of Financial Institutions
Multi-period efficiency measurement with fuzzy data and weight restrictions
Pitching DEA against SFA in the context of Chinese domestic versus foreign banks
Assessing organizations' efficiency adopting complementary perspectives
an empirical analysis through Data Envelopment Analysis and Multidimensional Scaling, with an application to Higher Education
Capital Stock and Performance of R & D Organizations: A Dynamic DEA-ANP Hybrid Approach
Evaluating Returns to Scale and Convexity in DEA via Bootstrap: A Case Study with Brazilian Port Terminals
DEA and Cooperative Game Theory
Measuring Bank Performance: From Static Black Box to Dynamic Network Models
Evaluation and Decomposition of Energy and Environmental Productivity Change Using DEA
Identifying the Global Reference Set in DEA: An Application to the Determination of Returns to Scale
Technometrics Study Using DEA on Hybrid Electric Vehicles (HEVs)
A Radial Framework for Estimating the Efficiency and Returns to Scale of a Multi-Component Production System in DEA
DEA and Accounting Performance Measurement
DEA Environmental Assessment (I): Concepts and Methodologies
DEA Environmental Assessment (II): A Literature Study
Corporate Environmental Sustainability and DEA.

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