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Multicollinearity in cross-sectional regressions

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  • Jørgen Lauridsen
  • Jesùs Mur

Abstract

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Suggested Citation

  • Jørgen Lauridsen & Jesùs Mur, 2006. "Multicollinearity in cross-sectional regressions," Journal of Geographical Systems, Springer, vol. 8(4), pages 317-333, October.
    • Handle: RePEc:kap:jgeosy:v:8:y:2006:i:4:p:317-333
    DOI: 10.1007/s10109-006-0031-z
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    References listed on IDEAS

    as
    1. Scott, John T, Jr, 1969. "Factor Analysis Regression Revisited," Econometrica, Econometric Society, vol. 37(4), pages 719-719, October.
    2. Raymond J. G. M. Florax & Thomas Graaff, 2004. "The Performance of Diagnostic Tests for Spatial Dependence in Linear Regression Models: A Meta-Analysis of Simulation Studies," Advances in Spatial Science, in: Luc Anselin & Raymond J. G. M. Florax & Sergio J. Rey (ed.), Advances in Spatial Econometrics, chapter 2, pages 29-65, Springer.
    3. Kumar, T Krishna, 1975. "Multicollinearity in Regression Analysis," The Review of Economics and Statistics, MIT Press, vol. 57(3), pages 365-366, August.
    4. Wichers, C Robert, 1975. "The Detection of Multicollinearity: A Comment," The Review of Economics and Statistics, MIT Press, vol. 57(3), pages 366-368, August.
    5. Reinhold Kosfeld & Jørgen Lauridsen, 2008. "Factor analysis regression," Statistical Papers, Springer, vol. 49(4), pages 653-667, October.
    6. O'Hagan, John W & McCabe, Brendan, 1975. "Tests for the Severity of Multicollinearity in Regression Analysis: A Comment," The Review of Economics and Statistics, MIT Press, vol. 57(3), pages 368-370, August.
    Full references (including those not matched with items on IDEAS)

    Citations

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    Cited by:

    1. Claudia García-García & Catalina B. García-García & Román Salmerón, 2021. "Confronting collinearity in environmental regression models: evidence from world data," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 30(3), pages 895-926, September.
    2. Vicente German-Soto & Gregory Brock, 2023. "Before the isolation: Russian regional β-convergence 2001–2019 before the pandemic and Ukrainian war," Economic Change and Restructuring, Springer, vol. 56(4), pages 2729-2746, August.
    3. Anong Taiwan & Khahan Na-Nan & Sungworn Ngudgratoke, 2017. "Relationship among Personality, Transformational Leadership, Percerived Organizational Support, Expatriate Adjustment, and Expatriate Performance," International Journal of Business and Administrative Studies, Professor Dr. Bahaudin G. Mujtaba, vol. 3(4), pages 120-133.
    4. Catalina Garcia & José Pérez & José Liria, 2011. "The raise method. An alternative procedure to estimate the parameters in presence of collinearity," Quality & Quantity: International Journal of Methodology, Springer, vol. 45(2), pages 403-423, February.

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    More about this item

    Keywords

    Multicollinearity; Cross-sectional regression; Spatial dependency; Misspecification tests; C21; C40; C51; J60;
    All these keywords.

    JEL classification:

    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • C40 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - General
    • C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
    • J60 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - General

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