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Modern textbook presentations of production economics typically treat producers as successful optimizers. Conventional econometric practice has generally followed this paradigm, and least squares based regression techniques have been used to estimate production, cost, profit and other functions. In such a framework deviations from maximum output, from minimum cost and cost minimizing input demands, and from maximum profit and profit maximizing output supplies and input demands, are attributed exclusively to random statistical noise. However casual empiricism and the business press both make persuasive cases for the argument that, although producers may indeed attempt to optimize, they do not always succeed. 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.
A Practitioner's Guide to Stochastic Frontier Analysis Using Stata provides practitioners in academia and industry with a step-by-step guide on how to conduct efficiency analysis using the stochastic frontier approach. The authors explain in detail how to estimate production, cost, and profit efficiency and introduce the basic theory of each model in an accessible way, using empirical examples that demonstrate the interpretation and application of models. This book also provides computer code, allowing users to apply the models in their own work, and incorporates the most recent stochastic frontier models developed in academic literature. Such recent developments include models of heteroscedasticity and exogenous determinants of inefficiency, scaling models, panel models with time-varying inefficiency, growth models, and panel models that separate firm effects and persistent and transient inefficiency. Immensely helpful to applied researchers, this book bridges the chasm between theory and practice, expanding the range of applications in which production frontier analysis may be implemented.
The Oxford Handbook of Panel Data examines new developments in the theory and applications of panel data. It includes basic topics like non-stationary panels, co-integration in panels, multifactor panel models, panel unit roots, measurement error in panels, incidental parameters and dynamic panels, spatial panels, nonparametric panel data, random coefficients, treatment effects, sample selection, count panel data, limited dependent variable panel models, unbalanced panel models with interactive effects and influential observations in panel data. Contributors to the Handbook explore applications of panel data to a wide range of topics in economics, including health, labor, marketing, trade, productivity, and macro applications in panels. This Handbook is an informative and comprehensive guide for both those who are relatively new to the field and for those wishing to extend their knowledge to the frontier. It is a trusted and definitive source on panel data, having been edited by Professor Badi Baltagi-widely recognized as one of the foremost econometricians in the area of panel data econometrics. Professor Baltagi has successfully recruited an all-star cast of experts for each of the well-chosen topics in the Handbook.
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 face when changes in productivity are observed. The volume comprises of seventeen papers that deal with productivity measurement, productivity growth, dynamics of productivity change, measures of labor productivity, measures of technical efficiency in different sectors, frontier analysis, measures of performance, industry instability and spillover effects. These papers are relevant to academia, but also to public and private sectors in terms of the challenges 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 North American Productivity Workshop brings together academic scholars and practitioners in the field of productivity and efficiency analysis from all over the world. It is a four day conference exploring topics related to productivity, production theory and efficiency measurement in economics, management science, operations research, public administration, and related fields. The papers in this volume also address general topics as health, energy, finance, agriculture, utilities, and economic dev elopment, among others. The editors are comprised of the 2014 local organizers, program committee members, and celebrated guest conference speakers.
Global Tariff War: Economic, Political and Social Implications traces the impacts that global tariff wars in international trade can have on the growth of national economies. Offering a range of perspectives from developing economies, this collection presents a unique insight into this complex area of geo-political and economic practice.
This book answers the following questions: How will the global oil and gas market change in the next decade? How does the United States become the world's biggest oil and gas producer? What is the current condition of China's Shale Industry and energy security? Is hydraulic fracturing and horizontal drilling technology cheered or feared? Is energy production driven by economy or environment? Who are the major competitors in this market? This book covers not only macro analysis at country-level, but also micro analysis at firm-level, which helps investigate this industry more comprehensively.
Financial, Macro and Micro Econometrics Using R, Volume 42, provides state-of-the-art information on important topics in econometrics, including multivariate GARCH, stochastic frontiers, fractional responses, specification testing and model selection, exogeneity testing, causal analysis and forecasting, GMM models, asset bubbles and crises, corporate investments, classification, forecasting, nonstandard problems, cointegration, financial market jumps and co-jumps, among other topics.
Health economics has made major contributions to the development of health policy in many countries. This book describes those successes and looks forward to the major contributions that health economics can bring to bear on emerging policy issues in health and health care. With contributions from internationally recognized researchers, this book addresses generic policy issues confronting health systems across the developed world. The coverage progresses from micro, patient level issues to macro, whole system issues including: Determining cost-effective treatments Fair distribution of health care Regulatory issues such as performance measurement and incentives Revenue distribution Decentralization and internationalization of health systems Health Policy and Economics identifies the major contributions that health economics makes to important policy issues in health and health care. It is key reading for policy makers and health managers as well as students and academics with an interest in health policy and health services research. Contributors: Ron L. Akehurst, Karen E. Bloor, Martin Buxton, Karl P. Claxton, Richard Cookson, Diane A. Dawson, Paul Dolan, Mike Drummond, Brian Ferguson, Hugh Gravelle, Maria Goddard, Katharina Hauck, John Hutton, Andrew M. Jones, Rowena Jacobs, Paul Kind, Rosella Levaggi, Guillem Lpez Casanovas, Alan K. Maynard, Nigel Rice, Anthony Scott, Rebecca Shaw, Trevor Sheldon, Andrew D. Street, Mark Sculpher, Matthew Sutton, Peter C. Smith, Adrian Towse, Aki Tsuchiya, Alan H. Williams.
An efficient air transport system is critical to countries attaining and sustaining healthy economies in an increasingly interconnected world economy. This volume 5 of Advances in Airline Economics includes literature surveys and original empirical research examining airline efficiency in the twenty first century.