Spatial Econometrics Methods and Models

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  • Publisher : Springer Science & Business Media
  • Release : 09 March 2013
  • ISBN : 9789401577991
  • Page : 284 pages
  • Rating : 4.5/5 from 103 voters

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Spatial econometrics deals with spatial dependence and spatial heterogeneity, critical aspects of the data used by regional scientists. These characteristics may cause standard econometric techniques to become inappropriate. In this book, I combine several recent research results to construct a comprehensive approach to the incorporation of spatial effects in econometrics. My primary focus is to demonstrate how these spatial effects can be considered as special cases of general frameworks in standard econometrics, and to outline how they necessitate a separate set of methods and techniques, encompassed within the field of spatial econometrics. My viewpoint differs from that taken in the discussion of spatial autocorrelation in spatial statistics - e.g., most recently by Cliff and Ord (1981) and Upton and Fingleton (1985) - in that I am mostly concerned with the relevance of spatial effects on model specification, estimation and other inference, in what I caIl a model-driven approach, as opposed to a data-driven approach in spatial statistics. I attempt to combine a rigorous econometric perspective with a comprehensive treatment of methodological issues in spatial analysis.

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Spatial Econometrics: Methods and Models

Spatial Econometrics: Methods and Models
  • Author : L. Anselin
  • Publisher : Springer Science & Business Media
  • Release Date : 2013-03-09
  • ISBN : 9789401577991
GET THIS BOOKSpatial Econometrics: Methods and Models

Spatial econometrics deals with spatial dependence and spatial heterogeneity, critical aspects of the data used by regional scientists. These characteristics may cause standard econometric techniques to become inappropriate. In this book, I combine several recent research results to construct a comprehensive approach to the incorporation of spatial effects in econometrics. My primary focus is to demonstrate how these spatial effects can be considered as special cases of general frameworks in standard econometrics, and to outline how they necessitate a separate

Spatial Econometrics

Spatial Econometrics
  • Author : Harry Kelejian,Gianfranco Piras
  • Publisher : Academic Press
  • Release Date : 2017-07-20
  • ISBN : 9780128133927
GET THIS BOOKSpatial Econometrics

Spatial Econometrics provides a modern, powerful and flexible skillset to early career researchers interested in entering this rapidly expanding discipline. It articulates the principles and current practice of modern spatial econometrics and spatial statistics, combining rigorous depth of presentation with unusual depth of coverage. Introducing and formalizing the principles of, and ‘need’ for, models which define spatial interactions, the book provides a comprehensive framework for almost every major facet of modern science. Subjects covered at length include spatial regression models,

Introduction to Spatial Econometrics

Introduction to Spatial Econometrics
  • Author : James LeSage,Robert Kelley Pace
  • Publisher : CRC Press
  • Release Date : 2009-01-20
  • ISBN : 1420064258
GET THIS BOOKIntroduction to Spatial Econometrics

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 observations. It explores a wide range of alternative topics, including maximum likelihood and Bayesian estimation, various types of spatial regression specifications, and applied modeling situations involving different circumstances. Leaders in this field,

Spatial Econometrics

Spatial Econometrics
  • Author : J. Paul Elhorst
  • Publisher : Springer Science & Business Media
  • Release Date : 2013-09-30
  • ISBN : 9783642403408
GET THIS BOOKSpatial Econometrics

​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.

Advances in Spatial Econometrics

Advances in Spatial Econometrics
  • Author : Luc Anselin,Raymond Florax,Sergio J. Rey
  • Publisher : Springer Science & Business Media
  • Release Date : 2013-03-09
  • ISBN : 9783662056172
GET THIS BOOKAdvances in Spatial Econometrics

World-renowned experts in spatial statistics and spatial econometrics present the latest advances in specification and estimation of spatial econometric models. This includes information on the development of tools and software, and various applications. The text introduces new tests and estimators for spatial regression models, including discrete choice and simultaneous equation models. The performance of techniques is demonstrated through simulation results and a wide array of applications related to economic growth, international trade, knowledge externalities, population-employment dynamics, urban crime, land use,

Applied Spatial Statistics and Econometrics

Applied Spatial Statistics and Econometrics
  • Author : Katarzyna Kopczewska
  • Publisher : Routledge
  • Release Date : 2020-11-25
  • ISBN : 9781000079784
GET THIS BOOKApplied Spatial Statistics and Econometrics

This textbook is a comprehensive introduction to applied spatial data analysis using R. Each chapter walks the reader through a different method, explaining how to interpret the results and what conclusions can be drawn. The author team showcases key topics, including unsupervised learning, causal inference, spatial weight matrices, spatial econometrics, heterogeneity and bootstrapping. It is accompanied by a suite of data and R code on Github to help readers practise techniques via replication and exercises. This text will be a

A Primer for Spatial Econometrics

A Primer for Spatial Econometrics
  • Author : G. Arbia
  • Publisher : Springer
  • Release Date : 2014-06-30
  • ISBN : 9781137317940
GET THIS BOOKA Primer for Spatial Econometrics

This book aims at meeting the growing demand in the field by introducing the basic spatial econometrics methodologies to a wide variety of researchers. It provides a practical guide that illustrates the potential of spatial econometric modelling, discusses problems and solutions and interprets empirical results.

Spatial Econometrics

Spatial Econometrics
  • Author : Giuseppe Arbia
  • Publisher : Springer Science & Business Media
  • Release Date : 2006-06-08
  • ISBN : 9783540323051
GET THIS BOOKSpatial Econometrics

This book bridges the gap between economic theory and spatial econometric techniques. It is accessible to those with only a basic statistical background and no prior knowledge of spatial econometric methods. It provides a comprehensive treatment of the topic, motivating the reader with examples and analysis. The volume provides a rigorous treatment of the basic spatial linear model, and it discusses the violations of the classical regression assumptions that occur when dealing with spatial data.

New Directions in Spatial Econometrics

New Directions in Spatial Econometrics
  • Author : Luc Anselin,Raymond Florax
  • Publisher : Springer Science & Business Media
  • Release Date : 2012-12-06
  • ISBN : 9783642798771
GET THIS BOOKNew Directions in Spatial Econometrics

The promising new directions for research and applications described here include alternative model specifications, estimators and tests for regression models and new perspectives on dealing with spatial effects in models with limited dependent variables and space-time data.

Spatial Econometrics

Spatial Econometrics
  • Author : Giuseppe Arbia,Badi H. Baltagi
  • Publisher : Springer Science & Business Media
  • Release Date : 2008-11-14
  • ISBN : 9783790820706
GET THIS BOOKSpatial Econometrics

Spatial Econometrics is a rapidly evolving field born from the joint efforts of economists, statisticians, econometricians and regional scientists. The book provides the reader with a broad view of the topic by including both methodological and application papers. Indeed the application papers relate to a number of diverse scientific fields ranging from hedonic models of house pricing to demography, from health care to regional economics, from the analysis of R&D spillovers to the study of retail market spatial characteristics.

Spatial Econometric Methods in Agricultural Economics Using R

Spatial Econometric Methods in Agricultural Economics Using R
  • Author : Paolo Postiglione
  • Publisher : CRC Press
  • Release Date : 2021-12-23
  • ISBN : 9781498766838
GET THIS BOOKSpatial Econometric Methods in Agricultural Economics Using R

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

Spatial Econometric Interaction Modelling

Spatial Econometric Interaction Modelling
  • Author : Roberto Patuelli,Giuseppe Arbia
  • Publisher : Springer
  • Release Date : 2016-07-25
  • ISBN : 9783319301969
GET THIS BOOKSpatial Econometric Interaction Modelling

This contributed volume applies spatial and space-time econometric methods to spatial interaction modeling. The first part of the book addresses general cutting-edge methodological questions in spatial econometric interaction modeling, which concern aspects such as coefficient interpretation, constrained estimation, and scale effects. The second part deals with technical solutions to particular estimation issues, such as intraregional flows, Bayesian PPML and VAR estimation. The final part presents a number of empirical applications, ranging from interregional tourism competition and domestic trade to space-time

Spatial Econometrics and Spatial Statistics

Spatial Econometrics and Spatial Statistics
  • Author : A. Getis,J. Lacambra,H. Zoller
  • Publisher : Palgrave Macmillan
  • Release Date : 2004-02-24
  • ISBN : 1403907978
GET THIS BOOKSpatial Econometrics and Spatial Statistics

The field of spatial econometrics has come to include the methods and models that deal with estimation and testing problems encountered when attempting to implement regional economic models. Those problems are often characterized by the difficulties associated with assessing the importance of spatial dependence and spatial heterogeneity. This book includes contributions on spatial proximity, spatial patterning and in particular the spatial association (dependence) contained in local map patterns.

Non-standard Spatial Statistics and Spatial Econometrics

Non-standard Spatial Statistics and Spatial Econometrics
  • Author : Daniel A. Griffith,Jean H. Paul Paelinck
  • Publisher : Springer Science & Business Media
  • Release Date : 2011-01-11
  • ISBN : 9783642160431
GET THIS BOOKNon-standard Spatial Statistics and Spatial Econometrics

Despite spatial statistics and spatial econometrics both being recent sprouts of the general tree "spatial analysis with measurement"—some may remember the debate after WWII about "theory without measurement" versus "measurement without theory"—several general themes have emerged in the pertaining literature. But exploring selected other fields of possible interest is tantalizing, and this is what the authors intend to report here, hoping that they will suscitate interest in the methodologies exposed and possible further applications of these methodologies. The

Spatial Microeconometrics

Spatial Microeconometrics
  • Author : Giuseppe Arbia,Giuseppe Espa,Diego Giuliani
  • Publisher : Routledge
  • Release Date : 2021-03-26
  • ISBN : 9781317563488
GET THIS BOOKSpatial Microeconometrics

Spatial Microeconometrics introduces the reader to the basic concepts of spatial statistics, spatial econometrics and the spatial behavior of economic agents at the microeconomic level. Incorporating useful examples and presenting real data and datasets on real firms, the book takes the reader through the key topics in a systematic way. The book outlines the specificities of data that represent a set of interacting individuals with respect to traditional econometrics that treat their locational choices as exogenous and their economic behavior