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

Spatial Econometrics Methods and Models Book PDF summary

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
DOWNLOAD 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 : J. Paul Elhorst
  • Publisher : Springer Science & Business Media
  • Release Date : 2013-09-30
  • ISBN : 9783642403408
DOWNLOAD 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.

Spatial Econometrics

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

A Primer for Spatial Econometrics

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

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
DOWNLOAD 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,

Spatial Econometrics

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