A Practitioner S Guide To Stochastic Frontier Analysis Using Stata
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A Practitioner S Guide To Stochastic Frontier Analysis Using Stata
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Author : Subal C. Kumbhakar
language : en
Publisher: Cambridge University Press
Release Date : 2015-02-02
A Practitioner S Guide To Stochastic Frontier Analysis Using Stata written by Subal C. Kumbhakar and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-02-02 with Business & Economics categories.
This book provides practitioners with a step-by-step guide on how to conduct efficiency analysis using the stochastic frontier approach.
Stochastic Frontier Analysis
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Author : Subal C. Kumbhakar
language : en
Publisher: Cambridge University Press
Release Date : 2003-03-10
Stochastic Frontier Analysis written by Subal C. Kumbhakar and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-03-10 with Business & Economics categories.
This book develops econometric techniques for the estimation of production, cost and profit frontiers, and for the estimation of the technical and economic efficiency with which producers approach these frontiers. Since these frontiers envelop rather than intersect the data, and since the authors continue to maintain the traditional econometric belief in the presence of external forces contributing to random statistical noise, the work is titled Stochastic Frontier Analysis. Hb ISBN (2000): 0-521-48184-8
Handbook Of Production Economics
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Author : Subhash C. Ray
language : en
Publisher: Springer Nature
Release Date : 2022-06-02
Handbook Of Production Economics written by Subhash C. Ray and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-06-02 with Business & Economics categories.
This three-volume handbook includes state-of-the-art surveys in different areas of neoclassical production economics. Volumes 1 and 2 cover theoretical and methodological issues only. Volume 3 includes surveys of empirical applications in different areas like manufacturing, agriculture, banking, energy and environment, and so forth.
Productivity And Efficiency Analysis
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Author : Christopher J. O'Donnell
language : en
Publisher: Springer
Release Date : 2018-12-12
Productivity And Efficiency Analysis written by Christopher J. O'Donnell and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-12-12 with Business & Economics categories.
This book provides a coherent description of the main concepts and statistical methods used to analyse economic performance. The focus is on measures of performance that are of practical relevance to policy makers. Most, if not all, of these measures can be viewed as measures of productivity and/or efficiency. Linking fields as diverse as index number theory, data envelopment analysis and stochastic frontier analysis, the book explains how to compute measures of input and output quantity change that are consistent with measurement theory. It then discusses ways in which meaningful measures of productivity change can be decomposed into measures of technical progress, environmental change, and different types of efficiency change. The book is aimed at graduate students, researchers, statisticians, accountants and economists working in universities, regulatory authorities, government departments and private firms. The book contains many numerical examples. Computer codes and datasets are available on a companion website.
Advanced Mathematical Methods For Economic Efficiency Analysis
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Author : Pedro Macedo
language : en
Publisher: Springer Nature
Release Date : 2023-06-21
Advanced Mathematical Methods For Economic Efficiency Analysis written by Pedro Macedo and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-21 with Business & Economics categories.
Economic efficiency analysis has received considerable worldwide attention in the last few decades, with Stochastic Frontier Analysis (SFA) and Data Envelopment Analysis (DEA) establishing themselves as the two dominant approaches in the literature. This book, by combining cutting-edge theoretical research on DEA and SFA with attractive real-world applications, offers a valuable asset for professors, students, researchers, and professionals working in all branches of economic efficiency analysis, as well as those concerned with the corresponding economic policies. The book is divided into three parts, the first of which is devoted to basic concepts, making the content self-contained. The second is devoted to DEA, and the third to SFA. The topics covered in Part 2 range from stochastic DEA to multidirectional dynamic inefficiency analysis, including directional distance functions, the elimination and choice translating algorithm, benefit-of-the-doubt composite indicators, and internal benchmarking for efficiency evaluations. Part 3 also includes exciting and cutting-edge theoretical research on e.g. robustness, nonparametric stochastic frontier models, hierarchical panel data models, and estimation methods like corrected ordinary least squares and maximum entropy.
Air Transport And Regional Development Methodologies
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Author : Anne Graham
language : en
Publisher: Routledge
Release Date : 2020-12-27
Air Transport And Regional Development Methodologies written by Anne Graham and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-12-27 with Transportation categories.
Air Transport and Regional Development Methodologies is one of three interconnected books related to a four-year European Cooperation in Science and Technology (COST) Action established in 2015. The action, called Air Transport and Regional Development (ATARD), aimed to promote a better understanding of how the air transport–related problems of core regions and remote regions should be addressed to enhance both economic competitiveness and social cohesion in Europe. This book discusses key methodological approaches to assessing air transport and regional development, outlining their respective strengths and weaknesses. These include input- output analysis, cost benefit analysis, computable general equilibrium models, data envelopment analysis, stochastic frontier analysis, discrete choice models and game theory. Air Transport and Regional Development Methodologies aims at becoming a major reference source on the topic, drawing from experienced researchers in the field, covering the diverse experience and knowledge of the members of the COST Action. The book will be of interest to several large groups. First, it will serve as an authoritative and comprehensive reference for academics, researchers and consultants. Second, it will advise policy- makers and government organizations at European, national and regional levels. Third, it presents invaluable insights to transport companies such as airports and airline operators. Along with the other two books (Air Transport and Regional Development Policies and Air Transport and Regional Development Case Studies), it fills a much-needed gap in the literature.
Data Science And Productivity Analytics
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Author : Vincent Charles
language : en
Publisher: Springer Nature
Release Date : 2020-05-23
Data Science And Productivity Analytics written by Vincent Charles and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-05-23 with Business & Economics categories.
This book includes a spectrum of concepts, such as performance, productivity, operations research, econometrics, and data science, for the practically and theoretically important areas of ‘productivity analysis/data envelopment analysis’ and ‘data science/big data’. Data science is defined as the collection of scientific methods, processes, and systems dedicated to extracting knowledge or insights from data and it develops on concepts from various domains, containing mathematics and statistical methods, operations research, machine learning, computer programming, pattern recognition, and data visualisation, among others. Examples of data science techniques include linear and logistic regressions, decision trees, Naïve Bayesian classifier, principal component analysis, neural networks, predictive modelling, deep learning, text analysis, survival analysis, and so on, all of which allow using the data to make more intelligent decisions. On the other hand, it is without a doubt that nowadays the amount of data is exponentially increasing, and analysing large data sets has become a key basis of competition and innovation, underpinning new waves of productivity growth. This book aims to bring a fresh look onto the various ways that data science techniques could unleash value and drive productivity from these mountains of data. Researchers working in productivity analysis/data envelopment analysis will benefit from learning about the tools available in data science/big data that can be used in their current research analyses and endeavours. The data scientists, on the other hand, will also get benefit from learning about the plethora of applications available in productivity analysis/data envelopment analysis.
Productivity And Inequality
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Author : William H. Greene
language : en
Publisher: Springer
Release Date : 2018-02-02
Productivity And Inequality written by William H. Greene and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-02-02 with Business & Economics categories.
The volume highlights the state-of-the-art knowledge (including data analysis) of productivity, inequality and efficiency analysis. It showcases a selection of the best papers from the 9th North American Productivity Workshop. These papers are relevant to academia, but also to public and private sectors in terms of the challenges that firms, financial institutions, governments, and individuals may face when dealing with economic and education related activities that lead to increase or decrease of productivity. The volume also aims to bring together ideas from different parts of the world about the challenges those local economies and institutions may face when changes in productivity are observed. These contributions focus on theoretical and empirical research in areas including productivity, production theory and efficiency measurement in economics, management science, operation research, public administration, and education. The North American Productivity Workshop (NAPW) brings together academic scholars and practitioners in the field of productivity and efficiency analysis from all over the world, and this proceedings volume is a reflection of this mission. The papers in this volume also address general topics as education, health, energy, finance, agriculture, transport, utilities, and economic development, among others. The editors are comprised of the 2016 local organizers, program committee members, and celebrated guest conference speakers.
Air Transport And Regional Development Case Studies
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Author : Anne Graham
language : en
Publisher: Routledge
Release Date : 2020-12-28
Air Transport And Regional Development Case Studies written by Anne Graham and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-12-28 with Transportation categories.
This book is one of three inter-connected books related to a four-year European Cooperation in Science and Technology (COST) Action established in 2015. The Action, called Air Transport and Regional Development (ATARD), aimed to promote a better understanding of how the air transport related problems of core regions and remote regions should be addressed in order to enhance both economic competitiveness and social cohesion in Europe. This book focuses on case studies in Europe related to air transport and regional development. It is divided into four geographical regions after a general chapter that compares regional air transport connectivity between remote and central areas in Europe. The first region is Northern and Western Northern Europe (case studies related specifically to Norway, Finland, the United Kingdom, and Ireland); the second is Central and Eastern Europe, (Bulgaria, Bosnia and Herzegovina, and Poland); the third is Central Western Europe (Belgium and Switzerland); and finally, the fourth is Southern Europe (Portugal, Spain, and Italy). There is no other single source publication that currently covers this topic area in such a comprehensive manner by considering so many countries. The book aims at becoming a major reference on the topic, drawing from experienced researchers in the field, covering the diverse experience and knowledge of the members of the COST Action. The book will appeal to academics, practitioners, and policymakers who have a particular interest in acquiring detailed comparative knowledge and understanding of air transport and regional development in many different European countries. Together with the other two books (Air Transport and Regional Development Methodologies and Air Transport and Regional Development Policies), it fills a much-needed gap in the literature.