LEADER 06142nam 22006495 450 001 9910254959703321 005 20200701163645.0 010 $a1-4899-7705-8 024 7 $a10.1007/978-1-4899-7705-2 035 $a(CKB)3710000000745800 035 $a(DE-He213)978-1-4899-7705-2 035 $a(MiAaPQ)EBC4578514 035 $a(PPN)228319749 035 $a(EXLCZ)993710000000745800 100 $a20160701d2016 u| 0 101 0 $aeng 135 $aurnn#008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aHandbook of Operations Analytics Using Data Envelopment Analysis /$fedited by Shiuh-Nan Hwang, Hsuan-Shih Lee, Joe Zhu 205 $a1st ed. 2016. 210 1$aNew York, NY :$cSpringer US :$cImprint: Springer,$d2016. 215 $a1 online resource (XIII, 506 p. 64 illus., 35 illus. in color.) 225 1 $aInternational Series in Operations Research & Management Science,$x0884-8289 ;$v239 311 $a1-4899-7703-1 320 $aIncludes bibliographical references at the end of each chapters and index. 327 $aRanking 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. 330 $aThis 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. 410 0$aInternational Series in Operations Research & Management Science,$x0884-8289 ;$v239 606 $aOperations research 606 $aDecision making 606 $aManagement science 606 $aIndustrial engineering 606 $aProduction engineering 606 $aOperations Research/Decision Theory$3https://scigraph.springernature.com/ontologies/product-market-codes/521000 606 $aOperations Research, Management Science$3https://scigraph.springernature.com/ontologies/product-market-codes/M26024 606 $aIndustrial and Production Engineering$3https://scigraph.springernature.com/ontologies/product-market-codes/T22008 615 0$aOperations research. 615 0$aDecision making. 615 0$aManagement science. 615 0$aIndustrial engineering. 615 0$aProduction engineering. 615 14$aOperations Research/Decision Theory. 615 24$aOperations Research, Management Science. 615 24$aIndustrial and Production Engineering. 676 $a519.72 702 $aHwang$b Shiuh-Nan$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aLee$b Hsuan-Shih$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aZhu$b Joe$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910254959703321 996 $aHandbook of Operations Analytics Using Data Envelopment Analysis$92212299 997 $aUNINA