Data envelopment analysis (DEA), a non-parametric technique, has emerged as a popular management tool for measuring the performance of a set of entities, known as decision making units. This book, Data Envelopment Analysis and Its Applications to Management, is a collection of contributions from DEA experts from various countries. It covers a wide range of research papers from the theoretical development of DEA to its applications in various sectors such as economy, banking, education, revenue management, sports, branch networks, cities, and live stock production systems. The book is useful for researchers as well as practitioners who intend to apply DEA to their strategic and managerial decisions.
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viii | |
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| Preface |
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xii | |
| Acknowledgements |
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xvi | |
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Chapter One An Introduction to Data Envelopment Analysis |
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1 | (28) |
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Chapter Two Geometric DEA Models and their Properties |
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29 | (22) |
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Chapter Three Data Sampling for Large Datasets, using a DEA-Neural Network Approach, generalising with Bootstrap Methods |
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51 | (17) |
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Chapter Four Max-normalised DEA Models with an Extension to DEA Models with Nonlinear Virtual Inputs and Outputs |
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68 | (19) |
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Chapter Five Earning Capacity, Efficiency, and Poverty: A Study on Rural West Bengal and Orissa |
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87 | (19) |
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Chapter Six Efficiency of Exports with respect to FDI |
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106 | (10) |
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Chapter Seven Ranking Peruvian Banks through Super-Efficiency DEA under Variable Returns to Scale |
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116 | (20) |
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Chapter Eight An Integrated Approach to the DEA and AHP Methodologies in Decision Making |
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136 | (14) |
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Chapter Nine Graduate Distance Courses Evaluation with DEA Nonradial Efficiency Index based on Vector Properties |
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150 | (15) |
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Silvio Figueiredo Gomes Junior |
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Joao Carlos Correia Baptista Soares De Mello |
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Chapter Ten DMU Clustering based on Cross-Efficiency Evaluation |
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165 | (13) |
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Fernanda Fidelis Paschoalino |
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Joao Carlos Soares De Mello |
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Chapter Eleven DEA Applications in Revenue Management |
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178 | (17) |
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Chapter Twelve Resource Allocation using Olympic Results and DEA Models |
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195 | (18) |
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Talita Pereira Dos Santos |
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Joao Carlos Correia Baptista Soares De Mello |
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Chapter Thirteen A Two-Stage DEA Model for Efficiency Evaluation of a Mobile Operator's Branch Network |
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213 | (11) |
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Chapter Fourteen DEA Performance Evaluation of Livestock Systems in Brazil |
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224 | (15) |
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Urbano Gomes Pinto De Abreu |
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Joao Carlos Correia Baptista Soares De Mello |
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Thiago Bernardino De Carvalho |
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Chapter Fifteen An Application of Categorical Models of Data Envelopment Analysis |
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239 | (12) |
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Chapter Sixteen Evaluation of Workflow Runtime Platforms in Service Composition |
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251 | |
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Vincent Charles currently works with CENTRUM Católica, Graduate School of Business, Pontificia Universidad Católica del Perú, as the Director of CENTRUM Investigación, and as a Full Professor and Principal Investigator. He holds an MSc in Statistics and a PhD in Mathematics-Operations Research, and is a Post-Doctoral Research Fellow at the Centre for Maritime Studies, National University of Singapore. He is a certified Six Sigma Black Belt and a Sig Sigma Master Black Belt. He has published over 60 research papers which can be seen in refereed proceedings and journals of repute, such as Annals of OR, European Journal of OR, OR Letters, Omega: An International Journal of Management Science, International Journal of Production Economics, and The Service Industry Journal. He is the Editor-in-Chief of JCC: The Business and Economics Research Journal. He is a recipient of many international academic honours and awards; since 2010, he has been regularly listed in various series of the International Biographical Centre, Great Britain, and Marquis Who's Who, USA, among others. He won the best research paper award (2006) in Finance from the Centre for Financial Excellence, KLS IMER, Belgaum, and for three consecutive years (2010, 2011, and 2012), he was the recipient of the Highly Commended Award of the Emerald/CLADEA Latin American Management Research Fund Award. He wrote the Indian version of the book entitled Quantitative Analysis for Management (Pearson Prentice Hall).Mukesh Kumar obtained his PhD in Economics from the Indian Institute of Technology, Kharagpur, India. Currently, he is a full-time Professor and Principal Investigator at CENTRUM Católica, Graduate School of Business, Pontificia Universidad Católica del Perú. He has published more than 40 research papers in refereed journals, edited books and monographs, and has presented his work at numerous national and international conferences. He was the founding Consulting Editor of ICFAI Journal of Industrial Economics. Some of his recent contributions can be seen in the International Journal of Production Economics, Omega: An International Journal of Management Science and The Service Industries Journal. He has received honours and awards on various occasions, including a highly commended award for three consecutive years from Emerald Publishing Group.
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