Spatial Econometric Interaction Modelling

Author : Roberto Patuelli,Giuseppe Arbia
Publisher : Springer
Page : 468 pages
File Size : 52,9 Mb
Release : 2016-07-25
Category : Business & Economics
ISBN : 9783319301969

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Spatial Econometric Interaction Modelling by Roberto Patuelli,Giuseppe Arbia Pdf

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 migration modeling and residential relocation.

Author : L. Anselin
Publisher : Springer Science & Business Media
Page : 295 pages
File Size : 52,9 Mb
Release : 2013-03-09
Category : Business & Economics
ISBN : 9789401577991

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Spatial Econometrics: Methods and Models by L. Anselin Pdf

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.

Author : Luc Anselin,Raymond Florax
Publisher : Springer Science & Business Media
Page : 432 pages
File Size : 42,7 Mb
Release : 2012-12-06
Category : Business & Economics
ISBN : 9783642798771

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New Directions in Spatial Econometrics by Luc Anselin,Raymond Florax Pdf

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.

Author : John R. Roy
Publisher : Springer Science & Business Media
Page : 247 pages
File Size : 40,8 Mb
Release : 2012-09-22
Category : Business & Economics
ISBN : 9783540248071

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Spatial Interaction Modelling by John R. Roy Pdf

In this book, the author's strong commitment to the multi-disciplinary field of regional science emerges to provide a unifying framework between spatial modelling traditions from quantitative geography and those from spatial economics, whereby each is enhanced. Starting with a detailed discussion of each field illustrated with numerical examples, the two traditions are brought together by either making the economic models probabilistic or transforming the objectives of the geographic models to reflect both utility theory and production theory. The ideas are applied to develop urban models of activity analysis, face-to-face contacts and housing supply, as well as regional models in the areas of input-output analysis, imperfect competition and interregional migration.

Author : Giuseppe Arbia
Publisher : Unknown
Page : 136 pages
File Size : 42,7 Mb
Release : 2016-08-31
Category : Business & Economics
ISBN : 1680831720

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Spatial Econometrics by Giuseppe Arbia Pdf

Spatial econometrics can be defined in a narrow and in a broader sense. In a narrow sense it refers to methods and techniques for the analysis of regression models using data observed within discrete portions of space such as countries or regions. In a broader sense it is inclusive of the models and theoretical instruments of spatial statistics and spatial data analysis to analyze various economic effects such as externalities, interactions, spatial concentration and many others. Indeed, the reference methodology for spatial econometrics lies on the advances in spatial statistics where it is customary to distinguish between different typologies of data that can be encountered in empirical cases and that require different modelling strategies. A first distinction is between continuous spatial data and data observed on a discrete space. Continuous spatial data are very common in many scientific disciplines (such as physics and environmental sciences), but are still not currently considered in the spatial econometrics literature. Discrete spatial data can take the form of points, lines and polygons. Point data refer to the position of the single economic agent observed at an individual level. Lines in space take the form of interactions between two spatial locations such as flows of goods, individuals and information. Finally data observed within polygons can take the form of predefined irregular portions of space, usually administrative partitions such as countries, regions or counties within one country.

Author : Manfred M. Fischer,Jinfeng Wang
Publisher : Springer Science & Business Media
Page : 85 pages
File Size : 53,6 Mb
Release : 2011-08-05
Category : Business & Economics
ISBN : 9783642217203

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Spatial Data Analysis by Manfred M. Fischer,Jinfeng Wang Pdf

The availability of spatial databases and widespread use of geographic information systems has stimulated increasing interest in the analysis and modelling of spatial data. Spatial data analysis focuses on detecting patterns, and on exploring and modelling relationships between them in order to understand the processes responsible for their emergence. In this way, the role of space is emphasised , and our understanding of the working and representation of space, spatial patterns, and processes is enhanced. In applied research, the recognition of the spatial dimension often yields different and more meaningful results and helps to avoid erroneous conclusions. This book aims to provide an introduction into spatial data analysis to graduates interested in applied statistical research. The text has been structured from a data-driven rather than a theory-based perspective, and focuses on those models, methods and techniques which are both accessible and of practical use for graduate students. Exploratory techniques as well as more formal model-based approaches are presented, and both area data and origin-destination flow data are considered.

Author : J. Paul Elhorst
Publisher : Springer Science & Business Media
Page : 125 pages
File Size : 47,7 Mb
Release : 2013-09-30
Category : Business & Economics
ISBN : 9783642403408

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Spatial Econometrics by J. Paul Elhorst Pdf

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.

Author : James LeSage,Robert Kelley Pace
Publisher : CRC Press
Page : 362 pages
File Size : 40,7 Mb
Release : 2009-01-20
Category : Business & Economics
ISBN : 9781420064254

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Introduction to Spatial Econometrics by James LeSage,Robert Kelley Pace Pdf

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

Author : Daniel A. Griffith,C. Amrhein,Jean-Marie Huriót
Publisher : Springer Science & Business Media
Page : 206 pages
File Size : 55,7 Mb
Release : 2013-04-17
Category : Business & Economics
ISBN : 9781475728996

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Econometric Advances in Spatial Modelling and Methodology by Daniel A. Griffith,C. Amrhein,Jean-Marie Huriót Pdf

The purpose of models is not to fit the data but to sharpen the questions. S. Karlin, 11th R. A. Fisher Memorial Lecture, Royal Society, 20 April 1983 We are proud to offer this volume in honour of the remarkable career of the Father of Spatial Econometrics, Professor Jean Paelinck, presently of the Tinbergen Institute, Rotterdam. Not one to model solely for the sake of modelling, the above quotation nicely captures Professor Paelinck's unceasing quest for the best question for which an answer is needed. His FLEUR model has sharpened many spatial economics and spatial econometrics questions! Jean Paelinck, arguably, is the founder of modem spatial econometrics, penning the seminal introductory monograph on this topic, Spatial Econometrics, with Klaassen in 1979. In the General Address to the Dutch Statistical Association, on May 2, 1974, in Tilburg, "he coined the term [spatial econometrics] to designate a growing body of the regional science literature that dealt primarily with estimation and testing problems encountered in the implementation of multiregional econometric models" (Anselin, 1988, p. 7); he already had introduced this idea in his introductory report to the 1966 Annual Meeting of the Association de Science Regionale de Langue Fran~aise.

Author : Luc Anselin,Raymond Florax,Sergio J. Rey
Publisher : Springer Science & Business Media
Page : 516 pages
File Size : 41,6 Mb
Release : 2013-03-09
Category : Business & Economics
ISBN : 9783662056172

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Advances in Spatial Econometrics by Luc Anselin,Raymond Florax,Sergio J. Rey Pdf

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, and environmental issues. An exciting new text for academics with a theoretical interest in spatial statistics and econometrics, and for practitioners looking for modern and up-to-date techniques.

Author : Robert P. Haining,Guangquan Li
Publisher : CRC Press
Page : 641 pages
File Size : 50,5 Mb
Release : 2020-01-27
Category : Mathematics
ISBN : 9781482237436

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Modelling Spatial and Spatial-Temporal Data: A Bayesian Approach by Robert P. Haining,Guangquan Li Pdf

Modelling Spatial and Spatial-Temporal Data: A Bayesian Approach is aimed at statisticians and quantitative social, economic and public health students and researchers who work with spatial and spatial-temporal data. It assumes a grounding in statistical theory up to the standard linear regression model. The book compares both hierarchical and spatial econometric modelling, providing both a reference and a teaching text with exercises in each chapter. The book provides a fully Bayesian, self-contained, treatment of the underlying statistical theory, with chapters dedicated to substantive applications. The book includes WinBUGS code and R code and all datasets are available online. Part I covers fundamental issues arising when modelling spatial and spatial-temporal data. Part II focuses on modelling cross-sectional spatial data and begins by describing exploratory methods that help guide the modelling process. There are then two theoretical chapters on Bayesian models and a chapter of applications. Two chapters follow on spatial econometric modelling, one describing different models, the other substantive applications. Part III discusses modelling spatial-temporal data, first introducing models for time series data. Exploratory methods for detecting different types of space-time interaction are presented followed by two chapters on the theory of space-time separable (without space-time interaction) and inseparable (with space-time interaction) models. An applications chapter includes: the evaluation of a policy intervention; analysing the temporal dynamics of crime hotspots; chronic disease surveillance; and testing for evidence of spatial spillovers in the spread of an infectious disease. A final chapter suggests some future directions and challenges.

Author : Manfred M. Fischer,Arthur Getis
Publisher : Springer Science & Business Media
Page : 801 pages
File Size : 46,8 Mb
Release : 2009-12-24
Category : Business & Economics
ISBN : 9783642036477

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Handbook of Applied Spatial Analysis by Manfred M. Fischer,Arthur Getis Pdf

The Handbook is written for academics, researchers, practitioners and advanced graduate students. It has been designed to be read by those new or starting out in the field of spatial analysis as well as by those who are already familiar with the field. The chapters have been written in such a way that readers who are new to the field will gain important overview and insight. At the same time, those readers who are already practitioners in the field will gain through the advanced and/or updated tools and new materials and state-of-the-art developments included. This volume provides an accounting of the diversity of current and emergent approaches, not available elsewhere despite the many excellent journals and te- books that exist. Most of the chapters are original, some few are reprints from the Journal of Geographical Systems, Geographical Analysis, The Review of Regional Studies and Letters of Spatial and Resource Sciences. We let our contributors - velop, from their particular perspective and insights, their own strategies for m- ping the part of terrain for which they were responsible. As the chapters were submitted, we became the first consumers of the project we had initiated. We gained from depth, breadth and distinctiveness of our contributors’ insights and, in particular, the presence of links between them.

Author : G. Arbia
Publisher : Springer
Page : 161 pages
File Size : 44,6 Mb
Release : 2014-06-30
Category : Business & Economics
ISBN : 9781137317940

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A Primer for Spatial Econometrics by G. Arbia Pdf

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.

Author : Lina Mallozzi,Egidio D'Amato,Panos M. Pardalos
Publisher : Springer
Page : 327 pages
File Size : 45,9 Mb
Release : 2017-04-04
Category : Business & Economics
ISBN : 9783319526546

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Spatial Interaction Models by Lina Mallozzi,Egidio D'Amato,Panos M. Pardalos Pdf

Facility location theory develops the idea of locating one or more facilities by optimizing suitable criteria such as minimizing transportation cost, or capturing the largest market share. The contributions in this book focus an approach to facility location theory through game theoretical tools highlighting situations where a location decision is faced by several decision makers and leading to a game theoretical framework in non-cooperative and cooperative methods. Models and methods regarding the facility location via game theory are explored and applications are illustrated through economics, engineering, and physics. Mathematicians, engineers, economists and computer scientists working in theory, applications and computational aspects of facility location problems using game theory will find this book useful.

Author : Anders Karlqvist
Publisher : North-Holland
Page : 410 pages
File Size : 42,5 Mb
Release : 1978
Category : Business & Economics
ISBN : UCAL:B4385767

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Spatial Interaction Theory and Planning Models by Anders Karlqvist Pdf