Data Envelopment Analysis with R

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  • Author : Farhad Hosseinzadeh Lotfi
  • Publisher : Springer
  • Pages : 236 pages
  • ISBN : 3030242773
  • Rating : /5 from reviews
CLICK HERE TO GET THIS BOOK >>>Data Envelopment Analysis with R

Download or Read online Data Envelopment Analysis with R full in PDF, ePub and kindle. this book written by Farhad Hosseinzadeh Lotfi and published by Springer which was released on 23 July 2019 with total page 236 pages. We cannot guarantee that Data Envelopment Analysis with R book is available in the library, click Get Book button and read full online book in your kindle, tablet, IPAD, PC or mobile whenever and wherever You Like. This book introduces readers to the use of R codes for optimization problems. First, it provides the necessary background to understand data envelopment analysis (DEA), with a special emphasis on fuzzy DEA. It then describes DEA models, including fuzzy DEA models, and shows how to use them to solve optimization problems with R. Further, it discusses the main advantages of R in optimization problems, and provides R codes based on real-world data sets throughout. Offering a comprehensive review of DEA and fuzzy DEA models and the corresponding R codes, this practice-oriented reference guide is intended for masters and Ph.D. students in various disciplines, as well as practitioners and researchers.

Data Envelopment Analysis with R

Data Envelopment Analysis with R
  • Author : Farhad Hosseinzadeh Lotfi,Ali Ebrahimnejad,Mohsen Vaez-Ghasemi,Zohreh Moghaddas
  • Publisher : Springer
  • Release : 23 July 2019
GET THIS BOOK Data Envelopment Analysis with R

This book introduces readers to the use of R codes for optimization problems. First, it provides the necessary background to understand data envelopment analysis (DEA), with a special emphasis on fuzzy DEA. It then describes DEA models, including fuzzy DEA models, and shows how to use them to solve optimization problems with R. Further, it discusses the main advantages of R in optimization problems, and provides R codes based on real-world data sets throughout. Offering a comprehensive review of DEA

An Introduction to Data Envelopment Analysis

An Introduction to Data Envelopment Analysis
  • Author : R Ramanathan
  • Publisher : SAGE Publications India
  • Release : 05 August 2003
GET THIS BOOK An Introduction to Data Envelopment Analysis

From the Foreword: 'This book is an excellent tool for practitioners who are interested in the merits and pitfalls of the technique.... (The author's) research is an example of inventiveness, diligence and accuracy' - Freerk A. Lootsma, Delft Institute of Technology Data envelopment Analysis is a Mathematical Programme for measuring performance efficiency of organizational units. The organizational units, termed as decision-making units (DMU) can be of any kind: manufacturing units, a set of schools, banks, hospitals, power plants, police stations,

An Introduction to Data Envelopment Analysis

An Introduction to Data Envelopment Analysis
  • Author : Ramu Ramanathan
  • Publisher : Unknown
  • Release : 10 April 2021
GET THIS BOOK An Introduction to Data Envelopment Analysis

"From the Foreword: " 'This book is an excellent tool for practitioners who are interested in the merits and pitfalls of the technique . (The author's) research is an example of inventiveness, diligence and accuracy' - "Freerk A. Lootsma, Delft Institute of Technology " Data envelopment Analysis is a Mathematical Programme for measuring performance efficiency of organizational units. The organizational units, termed as decision-making units (DMU) can be of any kind: manufacturing units, a set of schools, banks, hospitals, power plants, police stations,

Benchmarking with DEA SFA and R

Benchmarking with DEA  SFA  and R
  • Author : Peter Bogetoft,Lars Otto
  • Publisher : Springer Science & Business Media
  • Release : 19 November 2010
GET THIS BOOK Benchmarking with DEA SFA and R

This book covers recent advances in efficiency evaluations, most notably Data Envelopment Analysis (DEA) and Stochastic Frontier Analysis (SFA) methods. It introduces the underlying theories, shows how to make the relevant calculations and discusses applications. The aim is to make the reader aware of the pros and cons of the different methods and to show how to use these methods in both standard and non-standard cases. Several software packages have been developed to solve some of the most common DEA

Data Envelopment Analysis

Data Envelopment Analysis
  • Author : William W. Cooper,Lawrence M. Seiford,Kaoru Tone
  • Publisher : Springer Science & Business Media
  • Release : 10 January 2007
GET THIS BOOK Data Envelopment Analysis

This volume systematically details both the basic principles and new developments in Data Envelopment Analysis (DEA), offering a solid understanding of the methodology, its uses, and its potential. New material in this edition includes coverage of recent developments that have greatly extended the power and scope of DEA and have lead to new directions for research and DEA uses. Each chapter accompanies its developments with simple numerical examples and discussions of actual applications. The first nine chapters cover the basic

Data Envelopment Analysis

Data Envelopment Analysis
  • Author : Wade D. Cook,Joe Zhu
  • Publisher : Springer
  • Release : 08 July 2014
GET THIS BOOK Data Envelopment Analysis

This handbook serves as a complement to the Handbook on Data Envelopment Analysis (eds, W.W. Cooper, L.M. Seiford and J, Zhu, 2011, Springer) in an effort to extend the frontier of DEA research. It provides a comprehensive source for the state-of-the art DEA modeling on internal structures and network DEA. Chapter 1 provides a survey on two-stage network performance decomposition and modeling techniques. Chapter 2 discusses the pitfalls in network DEA modeling. Chapter 3 discusses efficiency decompositions in network DEA under three

Data Envelopment Analysis

Data Envelopment Analysis
  • Author : Joe Zhu
  • Publisher : Springer
  • Release : 22 March 2016
GET THIS BOOK Data Envelopment Analysis

This handbook compiles state-of-the-art empirical studies and applications using Data Envelopment Analysis (DEA). It includes a collection of 18 chapters written by DEA experts. Chapter 1 examines the performance of CEOs of U.S. banks and thrifts. Chapter 2 describes the network operational structure of transportation organizations and the relative network data envelopment analysis model. Chapter 3 demonstrates how to use different types of DEA models to compute total-factor energy efficiency scores with an application to energy efficiency. In chapter 4, the authors explore the

Handbook on Data Envelopment Analysis

Handbook on Data Envelopment Analysis
  • Author : William W. Cooper,Lawrence M. Seiford,Joe Zhu
  • Publisher : Springer Science & Business Media
  • Release : 11 April 2006
GET THIS BOOK Handbook on Data Envelopment Analysis

Data Envelopment Analysis (DEA) is a relatively new “data-oriented” approach for evaluating the performances of a set of entities called Decision- Making Units (DMUs) which convert multiple inputs into multiple outputs. DEA has been used in evaluating the performances of many different kinds of entities engaged in many different kinds of activities in many different contexts. It has opened up possibilities for use in cases which have been resistant to other approaches because of the complex and often unknown nature

Production and Efficiency Analysis with R

Production and Efficiency Analysis with R
  • Author : Andreas Behr
  • Publisher : Springer
  • Release : 09 January 2016
GET THIS BOOK Production and Efficiency Analysis with R

This textbook introduces essential topics and techniques in production and efficiency analysis and shows how to apply these methods using the statistical software R. Numerous small simulations lead to a deeper understanding of random processes assumed in the models and of the behavior of estimation techniques. Step-by-step programming provides an understanding of advanced approaches such as stochastic frontier analysis and stochastic data envelopment analysis. The text is intended for master students interested in empirical production and efficiency analysis. Readers are

Frontiers of Medical Information Sciences

Frontiers of Medical Information Sciences
  • Author : Robert Lawrence Kuhn
  • Publisher : Praeger Pub Text
  • Release : 10 April 1988
GET THIS BOOK Frontiers of Medical Information Sciences

Medical information sciences are emerging as a vital field of study and practice. The subsequent explosion of data-- in administration, research, diagnosis, and treatment--along with the associated costs of maintenance, have become overwhelming. The volume brings together scholars and practitioners from disciplines concerned with the acquisition, analysis, accessibility, and application of information in medical practice and health care. The book is divided into five sections: the first part provides an overview of the field in general; the second deals with