A Comprehensive Guide To Data Envelopment Analysis For Decision Making
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A Comprehensive Guide To Data Envelopment Analysis For Decision Making
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Author : Pasquale De Marco
language : en
Publisher: Pasquale De Marco
Release Date : 2025-04-13
A Comprehensive Guide To Data Envelopment Analysis For Decision Making written by Pasquale De Marco and has been published by Pasquale De Marco this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-13 with Business & Economics categories.
Embark on a transformative journey into the world of decision-making with "A Comprehensive Guide to Data Envelopment Analysis for Decision-Making." This comprehensive guidebook unlocks the power of Data Envelopment Analysis (DEA), empowering you with a structured framework to optimize performance, identify areas for improvement, and make informed decisions across diverse industries. Within these pages, you'll delve into the historical roots and evolution of DEA, gaining a profound understanding of its underlying concepts, terminology, and diverse models. Discover how DEA empowers organizations to objectively assess the performance of decision-making units (DMUs), enabling them to pinpoint strengths, weaknesses, and opportunities for improvement. Master the intricacies of DEA methodology, delving into the mathematical formulations that underpin its calculations. Explore the selection of input and output variables, the significance of data preprocessing and transformation, and the strategies for handling missing data and outliers. Unravel the nuances of DEA efficiency calculation methods, gaining insights into how efficiency scores are derived and how they enable the identification of efficient and inefficient DMUs. Utilize DEA as a catalyst for performance management, harnessing its power to measure and improve the effectiveness and productivity of organizations. Identify areas where improvements can be made, set realistic targets and goals, and optimize resource allocation to maximize outcomes. Foster a culture of continuous improvement and learning, leveraging DEA's insights to drive organizational excellence. Explore the multifaceted applications of DEA in operations management, unlocking its potential to streamline supply chains, optimize production and processes, enhance inventory management and control, and elevate quality control and improvement. Discover how DEA empowers businesses to make informed decisions regarding project management and scheduling, ensuring efficient resource utilization and timely project completion. Delve into the realm of financial analysis, wielding DEA as a tool to evaluate financial performance, assess credit risk, optimize investment portfolios, and make informed investment decisions. Utilize DEA to evaluate the performance of bank branches and fund management entities, gaining insights into their efficiency and effectiveness. Harness the power of DEA in healthcare management, transforming healthcare delivery through data-driven insights. Evaluate the performance of hospitals and clinics, optimize resource allocation and efficiency, and elevate the quality of care and patient satisfaction. Employ DEA to assess medical technologies and evaluate healthcare policies, driving evidence-based decision-making and improving patient outcomes. Explore the applications of DEA in education and research, fostering excellence and enhancing outcomes. Evaluate the performance of schools and universities, analyze faculty and researcher productivity, and optimize resource allocation and funding. Utilize DEA to evaluate educational programs and assess research impact, ensuring the effective use of resources and the generation of meaningful knowledge. Empower public sector organizations and government entities with DEA's capabilities, enabling them to measure and enhance their performance. Evaluate government performance, analyze the efficiency of public services, and assess the impact of policies and programs. Utilize DEA to optimize program budgeting and resource allocation, driving effective and efficient public sector operations. Venture into the realm of sustainability and environmental management, employing DEA to promote sustainable practices and mitigate environmental impact. Evaluate environmental efficiency and performance, analyze energy consumption and efficiency, and identify opportunities for waste management and pollution control. Leverage DEA to drive sustainable development and green initiatives, contributing to a more sustainable future. With its comprehensive coverage of DEA concepts, applications, and case studies, "A Comprehensive Guide to Data Envelopment Analysis for Decision-Making" stands as an invaluable resource for decision-makers, analysts, researchers, and students seeking to optimize performance, make informed decisions, and drive positive change in their organizations and communities. If you like this book, write a review on google books!
The Emergy Data Envelopment Analysis Em Dea Approach Handbook An Illustrated Guide On How To Use The Em Dea Approach To Assess Resource And Energy Use Efficiency And The Sustainability Of Agricultural And Forestry Ecosystems
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Author : Mwambo, F.M.,
language : en
Publisher: CIFOR
Release Date : 2023-02-03
The Emergy Data Envelopment Analysis Em Dea Approach Handbook An Illustrated Guide On How To Use The Em Dea Approach To Assess Resource And Energy Use Efficiency And The Sustainability Of Agricultural And Forestry Ecosystems written by Mwambo, F.M., and has been published by CIFOR this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-02-03 with categories.
Advanced Topics In Inverse Data Envelopment Analysis
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Author : Mehdi Soltanifar
language : en
Publisher: Academic Press
Release Date : 2025-07-11
Advanced Topics In Inverse Data Envelopment Analysis written by Mehdi Soltanifar and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-11 with Computers categories.
Advanced Topics in Inverse Data Envelopment Analysis: Approaches for Handling Ratio Data explores and tackles the most significant challenges encountered by researchers and practitioners in decision analysis and performance evaluation. This book delves into the sophisticated realm of Ratio Data Envelopment Analysis (DEA-R), offering a thorough examination of advanced methodologies, practical examples, and insights into managing complex problems involving both non-negative and negative data. Filling crucial gaps in existing literature, this comprehensive resource focuses on the emerging field of Inverse DEA-R, equipping readers with the necessary tools and knowledge to address a wide range of challenging data types. This book serves as an essential guide for making informed and efficient decisions, guiding researchers and graduate students in computer science, applied mathematics, industrial engineering, and finance, navigating the complexities of decision analysis in today's data-driven world. - Offers an in-depth exploration of Inverse DEA-R models, making it an invaluable resource for researchers seeking to understand and apply these advanced techniques - Includes numerous practical examples and case studies across different industries demonstrating how Inverse DEA-R can be applied to real-world scenarios - Highlights potential areas for further research and development within Inverse DEA-R, encouraging readers to explore new avenues and contribute to the advancement of the field
Analytical Decision Making And Data Envelopment Analysis
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Author : S.A Edalatpanah
language : en
Publisher: Springer Nature
Release Date : 2024-10-28
Analytical Decision Making And Data Envelopment Analysis written by S.A Edalatpanah and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-28 with Business & Economics categories.
This book explores the intersection of data envelopment analysis (DEA) and various analytical decision-making methodologies. Featuring contributions from experts in the field from across the world, each chapter delves into different aspects of DEA and its applications in real-world scenarios. The book covers a wide range of topics, including integrating DEA with machine learning techniques, performance evaluation in diverse sectors like banking and civil engineering, and using DEA in managerial decision-making. It also examines data mining during the Covid-19 pandemic and the application of blockchain and IoT in supply chain management. The book offers a deep dive into the evolution of nonparametric frontier methods and the development of new optimization algorithms, addressing the complexities of modern analytical decision-making tools. A few chapters delve into futuristic topics like fuzzy sets and their extensions in decision-making and exploring e-learning platforms for education. This book is an invaluable resource for researchers, practitioners and students interested in the latest DEA advancements and practical applications in various fields. Its multidisciplinary approach makes it a useful addition to the libraries of those seeking to understand the complexities and potentials of modern analytical decision-making tools.
Business Statistics A Study Guide
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Author : Cybellium
language : en
Publisher: Cybellium Ltd
Release Date :
Business Statistics A Study Guide written by Cybellium and has been published by Cybellium Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on with Business & Economics categories.
Welcome to the forefront of knowledge with Cybellium, your trusted partner in mastering the cutting-edge fields of IT, Artificial Intelligence, Cyber Security, Business, Economics and Science. Designed for professionals, students, and enthusiasts alike, our comprehensive books empower you to stay ahead in a rapidly evolving digital world. * Expert Insights: Our books provide deep, actionable insights that bridge the gap between theory and practical application. * Up-to-Date Content: Stay current with the latest advancements, trends, and best practices in IT, Al, Cybersecurity, Business, Economics and Science. Each guide is regularly updated to reflect the newest developments and challenges. * Comprehensive Coverage: Whether you're a beginner or an advanced learner, Cybellium books cover a wide range of topics, from foundational principles to specialized knowledge, tailored to your level of expertise. Become part of a global network of learners and professionals who trust Cybellium to guide their educational journey. www.cybellium.com
Quality And Inequality In Regional And Urban Systems
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Author : Karima Kourtit
language : en
Publisher: BoD – Books on Demand
Release Date : 2019-11-25
Quality And Inequality In Regional And Urban Systems written by Karima Kourtit and has been published by BoD – Books on Demand this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-11-25 with Business & Economics categories.
In the aftermath of both ongoing globalisation (with both widening and deepening effects on countries, regions and cities) and structural changes resulting from the 2008 economic recession, regions and cities in our world are confronted with a different arena of players, performances and institutions. The challenges are formidable and numerous. Many regions and cities seem to resort to their indigenous strength, without much regard to other players in the field. This has enormous consequences for the competitive behaviour and profile of regional and urban actors but has at the same time deep impacts on the distribution of wealth, income and employment over and within countries, regions and cities. There is indeed much evidence that disparities among regions and in cities are increasing in this new force field. This special issue of REGION makes a solid scientific attempt (i) to map out the spatial consequences of recent transitions in growth trajectories of countries or regions, and (ii) to trace policy strategies and design effective policy information, to cope adequately with these new challenges. The present special issue does so by highlighting the new force field of regional and urban dynamics from three angles in the context of spatial quality and inequality. These will be briefly sketched below.
Data Envelopment Analysis In The Financial Services Industry
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Author : Joseph C. Paradi
language : en
Publisher: Springer
Release Date : 2017-11-21
Data Envelopment Analysis In The Financial Services Industry written by Joseph C. Paradi and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-11-21 with Business & Economics categories.
This book presents the methodology and applications of Data Envelopment Analysis (DEA) in measuring productivity, efficiency and effectiveness in Financial Services firms such as banks, bank branches, stock markets, pension funds, mutual funds, insurance firms, credit unions, risk tolerance, and corporate failure prediction. Financial service DEA research includes banking; insurance businesses; hedge, pension and mutual funds; and credit unions. Significant business transactions among financial service organizations such as bank mergers and acquisitions and valuation of IPOs have also been the focus of DEA research. The book looks at the range of DEA uses for financial services by presenting prior studies, examining the current capabilities reflected in the most recent research, and projecting future new uses of DEA in finance related applications.
Data Driven Approaches For Effective Managerial Decision Making
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Author : Anubha
language : en
Publisher: IGI Global
Release Date : 2023-05-08
Data Driven Approaches For Effective Managerial Decision Making written by Anubha and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-05-08 with Business & Economics categories.
In today’s competitive market, a manager must be able to look at data, understand it, analyze it, and then interpret it to design a smart business strategy. Big data is also a valuable source of information on how customers interact with firms through various mediums such as social media platforms, online reviews, and many more. The applications and uses of business analytics are numerous and must be further studied to ensure they are utilized appropriately. Data-Driven Approaches for Effective Managerial Decision Making investigates management concepts and applications using data analytics and outlines future research directions. The book also addresses contemporary advancements and innovations in the field of management. Covering key topics such as big data, business intelligence, and artificial intelligence, this reference work is ideal for managers, business owners, industry professionals, researchers, scholars, academicians, practitioners, instructors, and students.
An Introduction To Data Envelopment Analysis
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Author : R Ramanathan
language : en
Publisher: SAGE
Release Date : 2003-08-18
An Introduction To Data Envelopment Analysis written by R Ramanathan and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-08-18 with Social Science categories.
Data Envelopment Analysis (DEA) is a mathematical programming technique with a number of practical applications for measuring the performance of similar units such as a set of hospitals, a set of schools, or a set of banks. This book is designed as an introductory text, both for students and professionals. It includes a number of case studies as well as exercises and solved problems.
Introduction To The Theory And Application Of Data Envelopment Analysis
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Author : Emmanuel Thanassoulis
language : en
Publisher: Springer Science & Business Media
Release Date : 2001-07-31
Introduction To The Theory And Application Of Data Envelopment Analysis written by Emmanuel Thanassoulis and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001-07-31 with Business & Economics categories.
The book aims to introduce the reader to DEA in the most accessible manner possible. It is specifically aimed at those who have had no prior exposure to DEA and wish to learn its essentials, how it works, its key uses, and the mechanics of using it. The latter will include using DEA software. Students on degree or training courses will find the book especially helpful. The same is true of practitioners engaging in comparative efficiency assessments and performance management within their organisation. Examples are used throughout the book to help the reader consolidate the concepts covered.