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Stochastic Benchmarking - Theory and Applications (Paperback, 1st ed. 2022)
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Stochastic Benchmarking - Theory and Applications (Paperback, 1st ed. 2022)
Series: International Series in Operations Research & Management Science, 317
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This book introduces readers to benchmarking techniques in the
stochastic environment, primarily stochastic data envelopment
analysis (DEA), and provides stochastic models in DEA for the
possibility of variations in inputs and outputs. It focuses on the
application of theories and interpretations of the mathematical
programs, which are combined with economic and organizational
thinking. The book's main purpose is to shed light on the
advantages of the different methods in deterministic and stochastic
environments and thoroughly prepare readers to properly use these
methods in various cases. Simple examples, along with graphical
illustrations and real-world applications in industry, are provided
for a better understanding. The models introduced here can be
easily used in both theoretical and real-world evaluations. This
book is intended for graduate and PhD students, advanced
consultants, and practitioners with an interest in quantitative
performance evaluation.
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