Specification tests on the structure of interaction in spatial econometric models

Luc Anselin

Research output: Contribution to journalArticle

21 Citations (Scopus)

Abstract

The structural assumptions embedded in a particular form of a spatial connectivity or dependence matrix are often not explicitly treated in the statistical analysis of mixed regressive-spatial autoregressive models. This paper sees the evaluation of different structures as an application of tests on non-nested hypotheses. Several recently developed statistics are outlined and their appropriateness for spatial analysis discussed. The tests are illustrated empirically in simple models that incorporate spatial spill-over effects in the explanation of urban housing value.

Original languageEnglish (US)
Pages (from-to)165-182
Number of pages18
JournalPapers of the Regional Science Association
Volume54
Issue number1
DOIs
StatePublished - Dec 1984
Externally publishedYes

Fingerprint

econometrics
urban housing
interaction
spatial analysis
statistical analysis
connectivity
statistics
housing
matrix
evaluation
Values
test
effect

ASJC Scopus subject areas

  • Geography, Planning and Development
  • Environmental Science (miscellaneous)

Cite this

Specification tests on the structure of interaction in spatial econometric models. / Anselin, Luc.

In: Papers of the Regional Science Association, Vol. 54, No. 1, 12.1984, p. 165-182.

Research output: Contribution to journalArticle

@article{eee4cebbd2f5445eb2b49c0bc9564f2f,
title = "Specification tests on the structure of interaction in spatial econometric models",
abstract = "The structural assumptions embedded in a particular form of a spatial connectivity or dependence matrix are often not explicitly treated in the statistical analysis of mixed regressive-spatial autoregressive models. This paper sees the evaluation of different structures as an application of tests on non-nested hypotheses. Several recently developed statistics are outlined and their appropriateness for spatial analysis discussed. The tests are illustrated empirically in simple models that incorporate spatial spill-over effects in the explanation of urban housing value.",
author = "Luc Anselin",
year = "1984",
month = "12",
doi = "10.1007/BF01940131",
language = "English (US)",
volume = "54",
pages = "165--182",
journal = "Papers in Regional Science",
issn = "1056-8190",
publisher = "Wiley-Blackwell",
number = "1",

}

TY - JOUR

T1 - Specification tests on the structure of interaction in spatial econometric models

AU - Anselin, Luc

PY - 1984/12

Y1 - 1984/12

N2 - The structural assumptions embedded in a particular form of a spatial connectivity or dependence matrix are often not explicitly treated in the statistical analysis of mixed regressive-spatial autoregressive models. This paper sees the evaluation of different structures as an application of tests on non-nested hypotheses. Several recently developed statistics are outlined and their appropriateness for spatial analysis discussed. The tests are illustrated empirically in simple models that incorporate spatial spill-over effects in the explanation of urban housing value.

AB - The structural assumptions embedded in a particular form of a spatial connectivity or dependence matrix are often not explicitly treated in the statistical analysis of mixed regressive-spatial autoregressive models. This paper sees the evaluation of different structures as an application of tests on non-nested hypotheses. Several recently developed statistics are outlined and their appropriateness for spatial analysis discussed. The tests are illustrated empirically in simple models that incorporate spatial spill-over effects in the explanation of urban housing value.

UR - http://www.scopus.com/inward/record.url?scp=0001136205&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=0001136205&partnerID=8YFLogxK

U2 - 10.1007/BF01940131

DO - 10.1007/BF01940131

M3 - Article

VL - 54

SP - 165

EP - 182

JO - Papers in Regional Science

JF - Papers in Regional Science

SN - 1056-8190

IS - 1

ER -