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Handbook of Operations Analytics Using Data Envelopment Analysis
By Joe Zhu (editor), Shiuh-nan Hwang (editor) and Hsuan-shih Lee (editor)
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Bibliographic Detail
Publisher Springer Verlag
Publication date July 14, 2016
Binding Hardcover
Book category Adult Non-Fiction
ISBN-13 9781489977038
ISBN-10 1489977031
Dimensions 0 by 6.10 by 9.25 in.
Original list price $179.00
Summaries and Reviews
Amazon.com description: Product Description:

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.



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Hardcover
Book cover for 9781489977038
 
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With Shiuh-nan Hwang (other contributor), Hsuan-shih Lee (other contributor) | from Springer Verlag (July 14, 2016)
9781489977038 | details & prices | List price $179.00
About: 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.

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