production and efficiency analysis with r

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Production And Efficiency Analysis With R

Author : Andreas Behr
ISBN : 9783319205021
Genre : Business & Economics
File Size : 42. 65 MB
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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 assumed to have a general background in production economics and econometrics, typically taught in introductory microeconomics and econometrics courses.

International Applications Of Productivity And Efficiency Analysis

Author : Thomas R. Gulledge
ISBN : 9789401719230
Genre : Business & Economics
File Size : 53. 32 MB
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International Applications of Productivity and Efficiency Analysis features a complete range of techniques utilized in frontier analysis, including extensions of existing techniques and the development of new techniques. Another feature is that most of the contributions use panel data in a variety of approaches. Finally, the range of empirical applications is at least as great as the range of techniques, and many of the applications are of considerable policy relevance.

Efficiency Analysis By Production Frontiers

Author : Jati Sengupta
ISBN : 0792300289
Genre : Business & Economics
File Size : 26. 98 MB
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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.

An Introduction To Efficiency And Productivity Analysis

Author : Timothy J. Coelli
ISBN : 0387242651
Genre : Business & Economics
File Size : 69. 66 MB
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Softcover version of the second edition Hardcover. Incorporates a new author, Dr. Chris O'Donnell, who brings considerable expertise to the project in the area of performance measurement. Numerous topics are being added and more applications using real data, as well as exercises at the end of the chapters. Data sets, computer codes and software will be available for download from the web to accompany the volume.

Benchmarking With Dea Sfa And R

Author : Peter Bogetoft
ISBN : 1441979611
Genre : Business & Economics
File Size : 71. 18 MB
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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 and SFA models. This book relies on R, a free, open source software environment for statistical computing and graphics. This enables the reader to solve not only standard problems, but also many other problem variants. Using R, one can focus on understanding the context and developing a good model. One is not restricted to predefined model variants and to a one-size-fits-all approach. To facilitate the use of R, the authors have developed an R package called Benchmarking, which implements the main methods within both DEA and SFA. The book uses mathematical formulations of models and assumptions, but it de-emphasizes the formal proofs - in part by placing them in appendices -- or by referring to the original sources. Moreover, the book emphasizes the usage of the theories and the interpretations of the mathematical formulations. It includes a series of small examples, graphical illustrations, simple extensions and questions to think about. Also, it combines the formal models with less formal economic and organizational thinking. Last but not least it discusses some larger applications with significant practical impacts, including the design of benchmarking-based regulations of energy companies in different European countries, and the development of merger control programs for competition authorities.

Dynamic And Stochastic Efficiency Analysis

Author : Jati K Sengupta
ISBN : 9789814493352
Genre : Business & Economics
File Size : 33. 27 MB
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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 developed here will be valuable for students and researchers in operations research, applied management science and applied microeconomics. Contents:New Efficiency TheoryEconomics of Efficiency MeasurementEfficiency DynamicsStochastic Efficiency AnalysisIndustrial ApplicationsEconomic Theory and DEA Readership: Students and researchers in applied mathematics, economics, finance, operations research, management and applied statistics. Keywords:Efficiency Measurement;Productivity Growth;Demand Fluctuations and Price Uncertainty;Nonparametric Theory;Data Envelopment AnalysisReviews:“… this book contains a lot of useful material and has the potential to be an effective resource for researchers in DEA …”Interfaces

The Measurement Of Efficiency Of Production

Author : Rolf Färe
ISBN : 9789401577212
Genre : Business & Economics
File Size : 43. 3 MB
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Aquaculture Economics And Financing

Author : Carole R. Engle
ISBN : 047095955X
Genre : Technology & Engineering
File Size : 22. 9 MB
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Aquaculture Economics and Financing: Management and Analysis provides a detailed and specific set of guidelines for using economic and financial analysis in aquaculture production. By discussing key issues such as how to finance and plan new aquaculture business, how to monitor and evaluate economic performance, and how to manage capital, labor, and business risk, the book equips aquaculture professionals, researchers, and students with important information applicable to a wide range of business decisions. Chapters address each stage of developing an aquaculture business, including financing, marketing, and developing a business plan to managing cash flows and analyzing financial statements. Each chapter includes a detailed example of practical application taken from every-day experience. Written in straightforward terminology facilitating ready application, Aquaculture Economics and Financing: Management and Analysis is an essential tool for analyzing and improving financial performance of aquaculture operations.

Postal And Delivery Innovation In The Digital Economy

Author : Michael A. Crew
ISBN : 9783319128740
Genre : Political Science
File Size : 29. 92 MB
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Worldwide, postal and delivery economics is the subject of considerable interest. The postal industry’s business model is in drastic need of change. Notably, the European Commission and member states are still wrestling with the problems of implementing liberalization of entry into postal markets, addressing digital competition, and maintaining the universal service obligation. In the United States, the Postal Accountability and Enhancement Act of 2006 has, perhaps, exacerbated some of the problems faced by the United States Postal Service (USPS). Currently, the USPS has serious financial problems because of difficulties it faces in making changes and the failure of the Act to address problems that have been long-standing. Electronic competition is severe and affects post offices (POs) worldwide, which have been slow to address the threat. This book addresses this new reality and includes discussion of how POs may attempt to reinvent themselves. Parcels and packets will play a major role in developing new business models for postal operators. This book is of use not only to students and researchers interested in the field, but also to postal operators, consulting firms, utilities, regulatory commissions, Federal Government Departments and agencies of the European Union and other countries.

The Analysis Of Response In Crop And Livestock Production

Author : John L. Dillon
ISBN : 9780080983905
Genre : Technology & Engineering
File Size : 61. 86 MB
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The role of the agricultural scientist is to manipulate crop and livestock response phenomena so that they serve society's needs better, enabling countries to obtain full benefit from their agricultural resources. By producing food more efficiently, resources can be made available for non-agricultural development and other needs beyond the essentials of food and fibre. This text provides an introductory outline of the analytical principles involved in appraising the efficiency of crop-fertilizer and livestock-feed response. It provides students of both agricultural science and economics with a simple but formal exposition of the why, how and wherefore of the principles of crop and livestock analysis, thereby helping to further co-operative effort among biological and economic researchers. The third edition has been updated and revised, with additions relating to the principles of modelling, the concept of economic duality as pertinent to response processes, the appraisal of aggregate response, and the economics of response research.

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