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A Note Regarding the Condition Number: The Case of Spurious and Latent Multicollinearity

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  • Alexis Lazaridis

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  • Alexis Lazaridis, 2007. "A Note Regarding the Condition Number: The Case of Spurious and Latent Multicollinearity," Quality & Quantity: International Journal of Methodology, Springer, vol. 41(1), pages 123-135, February.
    • Handle: RePEc:spr:qualqt:v:41:y:2007:i:1:p:123-135
    DOI: 10.1007/s11135-005-6225-5
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    References listed on IDEAS

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    1. David A. Belsley, 1987. "Well-Conditioned Collinearity Indices?," Boston College Working Papers in Economics 132, Boston College Department of Economics.
    2. Basu, Dipak R & Lazaridis, Alexis, 1983. "Stochastic Optimal Control by Pseudo-Inverse," The Review of Economics and Statistics, MIT Press, vol. 65(2), pages 347-350, May.
    3. Alexis Lazaridis, 1986. "A note regarding the problem of perfect multicollinearity," Quality & Quantity: International Journal of Methodology, Springer, vol. 20(2), pages 297-306, June.
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    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. Yow-Jen Jou & Chien-Chia Huang & Hsun-Jung Cho, 2014. "A VIF-based optimization model to alleviate collinearity problems in multiple linear regression," Computational Statistics, Springer, vol. 29(6), pages 1515-1541, December.
    3. Román Salmerón & José García & Catalina García & María del Mar López, 2018. "Transformation of variables and the condition number in ridge estimation," Computational Statistics, Springer, vol. 33(3), pages 1497-1524, September.
    4. Chien-Chia L. Huang & Yow-Jen Jou & Hsun-Jung Cho, 2017. "Difference-based matrix perturbation method for semi-parametric regression with multicollinearity," Journal of Applied Statistics, Taylor & Francis Journals, vol. 44(12), pages 2161-2171, September.
    5. R. Salmerón & J. García & C. B. García & M. M. López Martín, 2017. "A note about the corrected VIF," Statistical Papers, Springer, vol. 58(3), pages 929-945, September.
    6. Anna-Maria Mouza & Antonis Targoutzidis, 2012. "The impact of the economic cycle on fatal injuries. The case of UK 1971–2007," Quality & Quantity: International Journal of Methodology, Springer, vol. 46(6), pages 1917-1929, October.
    7. Alexis Lazaridis, 2008. "Singular value decomposition in cointegration analysis: a note regarding the difference stationary series," Quality & Quantity: International Journal of Methodology, Springer, vol. 42(5), pages 699-710, October.
    8. Angelo Cavallo & Antonio Ghezzi & Alessandra Colombelli & Gian Luca Casali, 2020. "Agglomeration dynamics of innovative start-ups in Italy beyond the industrial district era," International Entrepreneurship and Management Journal, Springer, vol. 16(1), pages 239-262, March.
    9. Athanasenas, Athanasios L., 2010. "Credit, income, and causality: A contemporary co-integration analysis," European Journal of Operational Research, Elsevier, vol. 201(1), pages 194-205, February.
    10. Massimiliano Giacalone & Demetrio Panarello & Raffaele Mattera, 2018. "Multicollinearity in regression: an efficiency comparison between Lp-norm and least squares estimators," Quality & Quantity: International Journal of Methodology, Springer, vol. 52(4), pages 1831-1859, July.

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