A Spatial Autoregressive Production Frontier Model For Panel Data

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A Spatial Autoregressive Stochastic Frontier Model for Panel Data Incorporating a Model of Technical Inefficiency

Author : Takahiro Tsukamoto
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (13 download)

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Book Synopsis A Spatial Autoregressive Stochastic Frontier Model for Panel Data Incorporating a Model of Technical Inefficiency by : Takahiro Tsukamoto

Download or read book A Spatial Autoregressive Stochastic Frontier Model for Panel Data Incorporating a Model of Technical Inefficiency written by Takahiro Tsukamoto and published by . This book was released on 2019 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: By integrating Battese and Coelli's (1995) model and the spatial autoregressive model (SAR), a spatial autoregressive stochastic frontier model for panel data is developed. The main feature of this frontier model is a spatial lag term of explained variables and the joint structure of a production possibility frontier with a model of technical inefficiency. The model addresses both spatial dependence and heteroskedastic technical inefficiency. This study applies maximum likelihood methods considering the endogenous spatial lag term. The proposed model nests several existing models. Further, an empirical analysis using data on the Japanese manufacturing industry is conducted and the existing models are tested against the proposed model, which is found to be statistically supported. The findings suggest that estimates in the existing spatial and non-spatial models may exhibit bias because of lack of determinants of technical inefficiency, as well as a spatial lag. This bias also affects the technical efficiency score and its ranking.

A Spatial Autoregressive Production Frontier Model for Panel Data

Author : Anthony Glass
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (137 download)

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Book Synopsis A Spatial Autoregressive Production Frontier Model for Panel Data by : Anthony Glass

Download or read book A Spatial Autoregressive Production Frontier Model for Panel Data written by Anthony Glass and published by . This book was released on 2013 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this paper we merge techniques from the efficiency literature with spatial econometric techniques. In particular, we combine calculation of efficiency from the unit speciጼ effects with the spatial lag model to develop a spatial autoregressive frontier model for panel data. Features of the modeling include time-varying efficiency and estimation of own and spillover returns to scale. The model is applied to production in European countries over the period 1995-2008. Among other things, we fiĳnd that production in the sample average country is characterized by increasing returns to scale when we allow for returns to scale spillovers and decreasing returns when these spillovers are ignored.

Estimation of Spatial Panels

Author : Lung-fei Lee
Publisher : Now Publishers Inc
ISBN 13 : 160198426X
Total Pages : 178 pages
Book Rating : 4.6/5 (19 download)

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Book Synopsis Estimation of Spatial Panels by : Lung-fei Lee

Download or read book Estimation of Spatial Panels written by Lung-fei Lee and published by Now Publishers Inc. This book was released on 2011 with total page 178 pages. Available in PDF, EPUB and Kindle. Book excerpt: Estimation of Spatial Panels provides some recent developments on the specification and estimation of spatial panel models.

Productivity Growth Decomposition Using a Spatial Autoregressive Frontier Model

Author : Anthony Glass
Publisher :
ISBN 13 :
Total Pages : 12 pages
Book Rating : 4.:/5 (13 download)

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Book Synopsis Productivity Growth Decomposition Using a Spatial Autoregressive Frontier Model by : Anthony Glass

Download or read book Productivity Growth Decomposition Using a Spatial Autoregressive Frontier Model written by Anthony Glass and published by . This book was released on 2013 with total page 12 pages. Available in PDF, EPUB and Kindle. Book excerpt: A new spatial decomposition of TFP growth into direct (own) and indirect (spillover) components is set out. We then apply the decomposition in the context of a spatial autoregressive production frontier analysis of 40 European countries over the period 1995-2008.

The Oxford Handbook of Panel Data

Author : Badi H. Baltagi
Publisher : Oxford University Press
ISBN 13 : 0190210826
Total Pages : 705 pages
Book Rating : 4.1/5 (92 download)

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Book Synopsis The Oxford Handbook of Panel Data by : Badi H. Baltagi

Download or read book The Oxford Handbook of Panel Data written by Badi H. Baltagi and published by Oxford University Press. This book was released on 2014-11-03 with total page 705 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Spatial Econometrics

Author : Badi H. Baltagi
Publisher : Emerald Group Publishing
ISBN 13 : 1785609858
Total Pages : 403 pages
Book Rating : 4.7/5 (856 download)

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Book Synopsis Spatial Econometrics by : Badi H. Baltagi

Download or read book Spatial Econometrics written by Badi H. Baltagi and published by Emerald Group Publishing. This book was released on 2016-12-08 with total page 403 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in Econometrics 37 highlights key research in econometrics in a user friendly way for economists who are not econometricians.

Calculating Efficiency for Spatial Autoregressive Stochastic Frontier Model

Author : Levent Kutlu
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (137 download)

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Book Synopsis Calculating Efficiency for Spatial Autoregressive Stochastic Frontier Model by : Levent Kutlu

Download or read book Calculating Efficiency for Spatial Autoregressive Stochastic Frontier Model written by Levent Kutlu and published by . This book was released on 2022 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: When there are efficiency spillovers, we can use a spatial autoregressive stochastic frontier model to estimate total (spillover-corrected) efficiencies. Glass et al. (2016) ( Journal of Econometrics ) provide a formula for total efficiency in this context, which is an approximation. We provide the exact formula for the spillover-corrected efficiency. Moreover, we derive total, direct, and indirect marginal effects of environmental variables on spillover-corrected efficiency.

Productivity and Efficiency Analysis

Author : William H. Greene
Publisher : Springer
ISBN 13 : 3319232282
Total Pages : 333 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Productivity and Efficiency Analysis by : William H. Greene

Download or read book Productivity and Efficiency Analysis written by William H. Greene and published by Springer. This book was released on 2015-12-29 with total page 333 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Panel Data Econometrics

Author : Mike Tsionas
Publisher : Academic Press
ISBN 13 : 0128158603
Total Pages : 1011 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Panel Data Econometrics by : Mike Tsionas

Download or read book Panel Data Econometrics written by Mike Tsionas and published by Academic Press. This book was released on 2019-06-20 with total page 1011 pages. Available in PDF, EPUB and Kindle. Book excerpt: Panel Data Econometrics: Empirical Applications introduces econometric modelling. Written by experts from diverse disciplines, the volume uses longitudinal datasets to illuminate applications for a variety of fields, such as banking, financial markets, tourism and transportation, auctions, and experimental economics. Contributors emphasize techniques and applications, and they accompany their explanations with case studies, empirical exercises and supplementary code in R. They also address panel data analysis in the context of productivity and efficiency analysis, where some of the most interesting applications and advancements have recently been made. Provides a vast array of empirical applications useful to practitioners from different application environments Accompanied by extensive case studies and empirical exercises Includes empirical chapters accompanied by supplementary code in R, helping researchers replicate findings Represents an accessible resource for diverse industries, including health, transportation, tourism, economic growth, and banking, where researchers are not always econometrics experts

Handbook of Production Economics

Author : Subhash C. Ray
Publisher : Springer Nature
ISBN 13 : 9811034559
Total Pages : 1797 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Handbook of Production Economics by : Subhash C. Ray

Download or read book Handbook of Production Economics written by Subhash C. Ray and published by Springer Nature. This book was released on 2022-06-02 with total page 1797 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Introduction to Spatial Econometrics

Author : James LeSage
Publisher : CRC Press
ISBN 13 : 1420064258
Total Pages : 362 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Introduction to Spatial Econometrics by : James LeSage

Download or read book Introduction to Spatial Econometrics written by James LeSage and published by CRC Press. This book was released on 2009-01-20 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt: Although interest in spatial regression models has surged in recent years, a comprehensive, up-to-date text on these approaches does not exist. Filling this void, Introduction to Spatial Econometrics presents a variety of regression methods used to analyze spatial data samples that violate the traditional assumption of independence between observat

Causal Inference in Econometrics

Author : Van-Nam Huynh
Publisher : Springer
ISBN 13 : 3319272845
Total Pages : 626 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Causal Inference in Econometrics by : Van-Nam Huynh

Download or read book Causal Inference in Econometrics written by Van-Nam Huynh and published by Springer. This book was released on 2015-12-28 with total page 626 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is devoted to the analysis of causal inference which is one of the most difficult tasks in data analysis: when two phenomena are observed to be related, it is often difficult to decide whether one of them causally influences the other one, or whether these two phenomena have a common cause. This analysis is the main focus of this volume. To get a good understanding of the causal inference, it is important to have models of economic phenomena which are as accurate as possible. Because of this need, this volume also contains papers that use non-traditional economic models, such as fuzzy models and models obtained by using neural networks and data mining techniques. It also contains papers that apply different econometric models to analyze real-life economic dependencies.

Estimation, Inference and Specification Analysis

Author : Halbert White
Publisher : Cambridge University Press
ISBN 13 : 9780521574464
Total Pages : 396 pages
Book Rating : 4.5/5 (744 download)

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Book Synopsis Estimation, Inference and Specification Analysis by : Halbert White

Download or read book Estimation, Inference and Specification Analysis written by Halbert White and published by Cambridge University Press. This book was released on 1996-06-28 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book examines the consequences of misspecifications for the interpretation of likelihood-based methods of statistical estimation and interference. The analysis concludes with an examination of methods by which the possibility of misspecification can be empirically investigated.

Stochastic Frontier Analysis

Author : Subal C. Kumbhakar
Publisher : Cambridge University Press
ISBN 13 : 1107717302
Total Pages : 348 pages
Book Rating : 4.1/5 (77 download)

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Book Synopsis Stochastic Frontier Analysis by : Subal C. Kumbhakar

Download or read book Stochastic Frontier Analysis written by Subal C. Kumbhakar and published by Cambridge University Press. This book was released on 2003-03-10 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Frontiers of Digital Transformation

Author : Kazuya Takeda
Publisher : Springer Nature
ISBN 13 : 9811513589
Total Pages : 239 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Frontiers of Digital Transformation by : Kazuya Takeda

Download or read book Frontiers of Digital Transformation written by Kazuya Takeda and published by Springer Nature. This book was released on 2021-05-18 with total page 239 pages. Available in PDF, EPUB and Kindle. Book excerpt: Proposing the concept of real-world data circulation (RWDC), this book presents various practical and industry-related studies in human, mechanical, and social data domains. RWDC is a new field of study, established by the information technology (IT) community. In the real world, the speed of data transmission between computers surpassed that of human communications long ago and has since expanded exponentially. As a result, the origin of the majority of data has become non-human, mechanical, or natural sources; in fact, humans are merely the source of a small part of the current data explosion. Such expanding data transmission does not simply consist of single source–destination pairs, but actually circulates over a complex network connecting numerous sources and destinations. Such circulation is an important aspect of the underlying systems. Based on this concept, in order to tame and control the massive amount of data originating from non-human sources, the authors have been considering the insertion of acquisition, analysis, and implementation processes in the flow of data circulation. This book introduces the outcome of the RWDC degree program organized at Nagoya University, Japan, collecting contributions from graduate students enrolled in the program from various research fields targeting diverse applications. Through examples of RWDC, the resulting creation of social value is illustrated. This book will be useful not only for those working on the topics discussed, but also to anyone who is interested in RWDC, digital transformation, and Industry 4.0.

Spatial Econometric Methods in Agricultural Economics Using R

Author : Paolo Postiglione
Publisher : CRC Press
ISBN 13 : 1498766838
Total Pages : 287 pages
Book Rating : 4.4/5 (987 download)

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Book Synopsis Spatial Econometric Methods in Agricultural Economics Using R by : Paolo Postiglione

Download or read book Spatial Econometric Methods in Agricultural Economics Using R written by Paolo Postiglione and published by CRC Press. This book was released on 2021-12-22 with total page 287 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modern tools, such as GIS and remote sensing, are increasingly used in the monitoring of agricultural resources. The developments in GIS technology offer growing opportunities to agricultural economics analysts dealing with large and detailed spatial databases, allowing them to combine spatial information from different sources and to produce different models. The availability of these valuable sources of information makes the advanced models suggested in the spatial statistic and econometric literature applicable to agricultural economics. This book aims at supporting stakeholders to design spatial surveys for agricultural data and/or to analyse the geographically collected data. This book attempts to describe the main typology of agricultural data and the most appropriate methods for the analysis, together with a detailed description of the available data sources and their collection methods. Topics such as spatial interpolation, point patterns, spatial autocorrelation, survey data analysis, small area estimation, regional data modelling, and spatial econometrics techniques are covered jointly with issues arising from the integration of several data types. The theory of spatial methods is complemented by real and/or simulated examples implemented through the open-source software R.

Spatial Econometrics

Author : J. Paul Elhorst
Publisher : Springer Science & Business Media
ISBN 13 : 3642403409
Total Pages : 125 pages
Book Rating : 4.6/5 (424 download)

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Book Synopsis Spatial Econometrics by : J. Paul Elhorst

Download or read book Spatial Econometrics written by J. Paul Elhorst and published by Springer Science & Business Media. This book was released on 2013-09-30 with total page 125 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an overview of three generations of spatial econometric models: models based on cross-sectional data, static models based on spatial panels and dynamic spatial panel data models. The book not only presents different model specifications and their corresponding estimators, but also critically discusses the purposes for which these models can be used and how their results should be interpreted.