Efficiency Analysis by Production Frontiers

Efficiency Analysis by Production Frontiers

Author: Jati Sengupta

Publisher: Springer Science & Business Media

ISBN: 9789400926455

Category: Business & Economics

Page: 247

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Measuring productive efficiency for nonprofit organizations has posed a great challenge to applied researchers today. The problem has many facets and diverse implications for a number of disciplines such as economics, applied statistics, management science and information theory. This monograph discusses four major areas, which emphasize the applied economic and econometric as. pects of the production frontier analysis: A. Stochastic frontier theory, B. Data envelopment analysis, C. Clustering and estimation theory, D. Economic and managerial applications Besides containing an up-to-date survey of the mos. t recent developments in the field, the monograph presents several new results and theorems from my own research. These include but are not limited to the following: (1) interface with parametric theory, (2) minimax and robust concepts of production frontier, (3) game-theoretic extension of the Farrell and Johansen models, (4) optimal clustering techniques for data envelopment analysis and (5) the dynamic and stochastic generalizations of the efficiency frontier at the micro and macro levels. In my research work in this field I have received great support and inspiration from Professor Abraham Charnes of the University of Texas at Austin, who has basically founded the technique of data envelopment analysis, developed it and is still expanding it. My interactions with him have been most fruitful and productive. I am deeply grateful to him. Finally, I must record my deep appreciation to my wife and two children for their loving and enduring support. But for their support this work would not have been completed.
Efficiency Analysis by Production Frontiers
Language: en
Pages: 247
Authors: Jati Sengupta
Categories: Business & Economics
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

Measuring productive efficiency for nonprofit organizations has posed a great challenge to applied researchers today. The problem has many facets and diverse implications for a number of disciplines such as economics, applied statistics, management science and information theory. This monograph discusses four major areas, which emphasize the applied economic and
Benchmarking for Performance Evaluation
Language: en
Pages: 281
Authors: Subhash C. Ray, Subal C. Kumbhakar, Pami Dua
Categories: Business & Economics
Type: BOOK - Published: 2015-03-25 - Publisher: Springer

This book provides a detailed introduction to the theoretical and methodological foundations of production efficiency analysis using benchmarking. Two of the more popular methods of efficiency evaluation are Stochastic Frontier Analysis (SFA) and Data Envelopment Analysis (DEA), both of which are based on the concept of a production possibility set
Production and Efficiency Analysis with R
Language: en
Pages: 227
Authors: Andreas Behr
Categories: Business & Economics
Type: BOOK - Published: 2016-01-09 - Publisher: Springer

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
Production Frontiers
Language: en
Pages: 296
Authors: Rolf Fare, Rolf Färe, Rolf Fèare, Shawna Grosskopf, C. A. Knox Lovell
Categories: Business & Economics
Type: BOOK - Published: 1994 - Publisher: Cambridge University Press

This book presents a mathematical programming approach to the analysis of production frontiers and efficiency measurement. The authors construct a variety of production frontiers, and by measuring distances to them are able to develop a model of efficient producer behaviour and a taxonomy of possible types of departure from efficiency
Productivity and Efficiency Analysis
Language: en
Pages: 331
Authors: William H. Greene, Lynda Khalaf, Robin Sickles, Michael Veall, Marcel-Cristian Voia
Categories: Business & Economics
Type: BOOK - Published: 2015-12-29 - Publisher: Springer

This proceedings volume examines the state-of-the art of productivity and efficiency analysis and adds to the existing research by bringing together a selection of the best papers from the 8th North American Productivity Workshop (NAPW). It also aims to analyze world-wide perspectives on challenges that local economies and institutions may