Spatial Econometrics: Methods and Models

Spatial Econometrics: Methods and Models

by Anselin, Luc

Type Book
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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 st…

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Title Statements

  • Full title :Spatial Econometrics: Methods and Models / by Luc Anselin.

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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Edition Statements

  • Publication Date:1988.

Publication Statements

  • Publisher(s):Springer Netherlands
  • Place of Publication:Dordrecht
  • Language:eng
  • Publication Date:1988.

The Physical Object

  • Description:1 online resource (xvi, 284 pages)

Edition Identifiers

  • ISBN:9789401577991, 9401577994
  • DOI:10.1007/978-94-015-7799-1
  • oclc:ocn851377521
  • LC Classification:HB139-141
  • Dewey Decimal:330.015195

Table of Contents

1: Introduction -- 2: The Scope of Spatial Econometrics -- 3: The Formal Expression of Spatial Effects -- 4: A Typology of Spatial Econometric Models -- 5: Spatial Stochastic Processes: Terminology and General Properties -- 6: The Maximum Likelihood Approach to Spatial Process Models -- 7: Alternative Approaches to Inference in Spatial Process Models -- 8: Spatial Dependence in Regression Error Terms -- 9: Spatial Heterogeneity -- 10: Models in Space and Time -- 11: Problem Areas in Estimation and Testing for Spatial Process Models -- 12: Operational Issues and Empirical Applications -- 13: Model Validation and Specification Tests in Spatial Econometric Models -- 14: Model Selection in Spatial Econometric Models -- 15: Conclusions -- References.

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Subjects

Cartographie Cartography Econometrics Économétrie Economics Économie politique Social sciences -- Methodology

Writers

Anselin, Luc

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