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Specification Tests On The Structure Of Interaction In Spatial Econometric Models

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  • Luc Anselin

Abstract

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.

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  • Luc Anselin, 1984. "Specification Tests On The Structure Of Interaction In Spatial Econometric Models," Papers in Regional Science, Wiley Blackwell, vol. 54(1), pages 165-182, January.
    • Handle: RePEc:bla:presci:v:54:y:1984:i:1:p:165-182
    DOI: 10.1111/j.1435-5597.1984.tb00822.x
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    Cited by:

    1. Marcel Dama dié, 2020. "Cultural Action and Regional Economic Development: An Audit in the Cameroonian Context," Economics Bulletin, AccessEcon, vol. 40(1), pages 516-533.
    2. Jesus Mur & Marcos Herrera & Manuel Ruiz, 2011. "Selecting the W Matrix. Parametric vs Nonparametric Approaches," ERSA conference papers ersa11p1055, European Regional Science Association.
    3. Bernard Fingleton, 2000. "Spatial Econometrics, Economic Geography, Dynamics and Equilibrium: A ‘Third Way’?," Environment and Planning A, , vol. 32(8), pages 1481-1498, August.
    4. Masayoshi Hayashi & Wataru Yamamoto, 2017. "Information sharing, neighborhood demarcation, and yardstick competition: an empirical analysis of intergovernmental expenditure interaction in Japan," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 24(1), pages 134-163, February.
    5. Ye Yang & Osman Dogan & Suleyman Taspinar & Fei Jin, 2023. "A Review of Cross-Sectional Matrix Exponential Spatial Models," Papers 2311.14813, arXiv.org.
    6. J Mur, 1999. "Testing for Spatial Autocorrelation: Moving Average versus Autoregressive Processes," Environment and Planning A, , vol. 31(8), pages 1371-1382, August.
    7. Gary Wagner & Tod Porter, 2000. "Location Effects and the Determination of Beginning Teacher Salaries: Evidence from Ohio," Education Economics, Taylor & Francis Journals, vol. 8(2), pages 109-127.
    8. Julie Le Gallo, 2000. "Spatial econometrics (1, Spatial autocorrelation) [Econométrie spatiale (1, Autocorrélation spatiale)]," Working Papers hal-01527290, HAL.
    9. McAleer, Michael, 1995. "The significance of testing empirical non-nested models," Journal of Econometrics, Elsevier, vol. 67(1), pages 149-171, May.
    10. Liu, Tuo & Lee, Lung-fei, 2019. "A likelihood ratio test for spatial model selection," Journal of Econometrics, Elsevier, vol. 213(2), pages 434-458.
    11. L W Hepple, 1995. "Bayesian Techniques in Spatial and Network Econometrics: 1. Model Comparison and Posterior Odds," Environment and Planning A, , vol. 27(3), pages 447-469, March.
    12. Herrera Gómez, Marcos & Mur Lacambra, Jesús & Ruiz Marín, Manuel, 2012. "Selecting the Most Adequate Spatial Weighting Matrix:A Study on Criteria," MPRA Paper 73700, University Library of Munich, Germany.
    13. Luc Anselin, 1988. "Model Validation in Spatial Econometrics: A Review and Evaluation of Alternative Approaches," International Regional Science Review, , vol. 11(3), pages 279-316, December.
    14. Marcos Herrera & Jesus Mur & Manuel Ruiz-Marin, 2017. "A Comparison Study on Criteria to Select the Most Adequate Weighting Matrix," Working Papers 18, Instituto de Estudios Laborales y del Desarrollo Económico (IELDE) - Universidad Nacional de Salta - Facultad de Ciencias Económicas, Jurídicas y Sociales.
    15. LE GALLO, Julie, 2000. "Econométrie spatiale 1 -Autocorrélation spatiale," LATEC - Document de travail - Economie (1991-2003) 2000-05, LATEC, Laboratoire d'Analyse et des Techniques EConomiques, CNRS UMR 5118, Université de Bourgogne.
    16. Jin, Fei & Lee, Lung-fei, 2013. "Cox-type tests for competing spatial autoregressive models with spatial autoregressive disturbances," Regional Science and Urban Economics, Elsevier, vol. 43(4), pages 590-616.
    17. Luc Anselin, 2010. "Thirty years of spatial econometrics," Papers in Regional Science, Wiley Blackwell, vol. 89(1), pages 3-25, March.
    18. Hongbo Zhao & Tianshun Gu & Li Yue & Xiaoman Xu, 2022. "Locational Dynamics of Luxury Hotels in Shanghai Metropolis, China: A Spatial-Temporal Perspective," Land, MDPI, vol. 11(10), pages 1-19, September.
    19. Blommestein, Hans J. & Koper, Nick A. M., 1998. "The influence of sample size on the degree of redundancy in spatial lag operators," Journal of Econometrics, Elsevier, vol. 82(2), pages 317-333, February.

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