Dynamics of Data Envelopment Analysis

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  • Author : Jati Sengupta
  • Publisher : Springer Science & Business Media
  • Pages : 286 pages
  • ISBN : 9401585067
  • Rating : /5 from reviews
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Download or Read online Dynamics of Data Envelopment Analysis full in PDF, ePub and kindle. this book written by Jati Sengupta and published by Springer Science & Business Media which was released on 11 November 2013 with total page 286 pages. We cannot guarantee that Dynamics of Data Envelopment Analysis 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. Data envelopment analysis develops a set of nonparametric and semiparametric techniques for measuring economic efficiency among firms and nonprofit organizations. Over the past decade this technique has found most widespread applications in public sector organizations. However these applications have been mostly static. This monograph extends this static framework of efficiency analysis in several new directions. These include but are not limited to the following: (1) a dynamic view of the production and cost frontier, where capital inputs are treated differently from the current inputs, (2) a direct role of the technological progress and regress, which is so often stressed in total factor productivity discussion in modem growth theory in economics, (3) stochastic efficiency in a dynamic setting, where reliability improvement competes with technical efficiency, (4) flexible manufacturing systems, where flexibility of the production process and the economies of scope play an important role in efficiency analysis and (5) the role of economic factors such as externalities and input interdependences. Efficiency is viewed here in the framework of a general systems theory model. Such a view is intended to broaden the scope of applications of this promising new technique of data envelopment analysis. The monograph stresses the various applied aspects of the dynamic theory, so that it can be empirically implemented in different situations. As far as possible abstract mathematical treatments are avoided and emphasis placed on the statistical examples and empirical illustrations.

Dynamics of Data Envelopment Analysis

Dynamics of Data Envelopment Analysis
  • Author : Jati Sengupta
  • Publisher : Springer Science & Business Media
  • Release : 11 November 2013
GET THIS BOOK Dynamics of Data Envelopment Analysis

Data envelopment analysis develops a set of nonparametric and semiparametric techniques for measuring economic efficiency among firms and nonprofit organizations. Over the past decade this technique has found most widespread applications in public sector organizations. However these applications have been mostly static. This monograph extends this static framework of efficiency analysis in several new directions. These include but are not limited to the following: (1) a dynamic view of the production and cost frontier, where capital inputs are treated differently from

Dynamic and Stochastic Efficiency Analysis

Dynamic and Stochastic Efficiency Analysis
  • Author : Jatikumar Sengupta
  • Publisher : World Scientific
  • Release : 10 April 2021
GET THIS BOOK Dynamic and Stochastic Efficiency Analysis

This book extends the dynamic and stochastic analysis of economic efficiency by using the recent techniques of data envelopment analysis.New results and applications of these techniques in numerous areas of economics, finance and management are provided, including treatment of private sector industries, portfolio models in finance, quality control techniques in managerial performance, the role of market competition, policy applications in investment models in finance, risk aversion and efficiency, and technology and innovation.The most up-to-date tools of efficiency analysis

Network Data Envelopment Analysis

Network Data Envelopment Analysis
  • Author : Chiang Kao
  • Publisher : Springer
  • Release : 23 August 2016
GET THIS BOOK Network Data Envelopment Analysis

This book presents the underlying theory, model development, and applications of network Data Envelopment Analysis (DEA) in a systematic way. The field of network DEA extends and complements conventional DEA by considering not only inputs and outputs when measuring system efficiency, but also the internal structure of the system being analyzed. By analyzing the efficiency of individual internal components, and more particularly by studying the effects of relationships among components which are modeled and implemented by means of various network

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 : 23 August 2011
GET THIS BOOK Handbook on Data Envelopment Analysis

This handbook covers DEA topics that are extensively used and solidly based. The purpose of the handbook is to (1) describe and elucidate the state of the field and (2), where appropriate, extend the frontier of DEA research. It defines the state-of-the-art of DEA methodology and its uses. This handbook is intended to represent a milestone in the progression of DEA. Written by experts, who are generally major contributors to the topics to be covered, it includes a comprehensive review and discussion

Advances in DEA Theory and Applications

Advances in DEA Theory and Applications
  • Author : Kaoru Tone
  • Publisher : John Wiley & Sons
  • Release : 26 June 2017
GET THIS BOOK Advances in DEA Theory and Applications

Advances in DEA Theory and Applications provides a much-needed framework for assessing the performance of competing entities with special emphasis on forecasting models. It helps readers to determine the most appropriate methodology in order to make the most accurate decisions for implementation. Written by a noted expert in the field, this text provides a review of the latest advances in DEA theory and applications to the field of forecasting. Designed for use by anyone involved in research in the field

Handbook of Operations Analytics Using Data Envelopment Analysis

Handbook of Operations Analytics Using Data Envelopment Analysis
  • Author : Shiuh-Nan Hwang,Hsuan-Shih Lee,Joe Zhu
  • Publisher : Springer
  • Release : 01 July 2016
GET THIS BOOK Handbook of Operations Analytics Using Data Envelopment Analysis

This 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

New Efficiency Theory

New Efficiency Theory
  • Author : Jati Sengupta
  • Publisher : Springer Science & Business Media
  • Release : 24 June 2003
GET THIS BOOK New Efficiency Theory

New efficiency theory refers to the various parametric and semi-parametric methods of estimating production and cost frontiers, which include data envelopment analysis (DEA) with its diverse applications in management science and operations research. This monograph develops and generalizes the new efficiency theory by highlighting the interface between economic theory and operations research. Some of the outstanding features of this monograph are: (1) integrating the theory of firm efficiency and industry equilibrium, (2) emphasizing growth efficiency in a dynamic setting, (3) incorporating uncertainty of

Using Data Envelopment Analysis to Evaluate the Performance of Post hurricane Electric Power Restoration Activities

Using Data Envelopment Analysis to Evaluate the Performance of Post hurricane Electric Power Restoration Activities
  • Author : Allison Coffey Reilly
  • Publisher : Unknown
  • Release : 10 April 2021
GET THIS BOOK Using Data Envelopment Analysis to Evaluate the Performance of Post hurricane Electric Power Restoration Activities

The post-hurricane restoration of electric power is attracting increasing scrutiny as customers' tolerance for even short power interruptions decreases. Currently there are no standards for what constitutes an acceptably fast restoration. This paper introduces the use of data envelopment analysis to help evaluate post-hurricane restorations through comparison with the experiences of other companies in similar storms. The method accounts for the variable severity of the hurricane themselves, so that companies are not penalized for outages that are long only because