IDEAS home Printed from https://ideas.repec.org/a/kap/jgeosy/v8y2006i4p317-333.html
   My bibliography  Save this article

Multicollinearity in cross-sectional regressions

Author

Listed:
  • Jørgen Lauridsen
  • Jesùs Mur

Abstract

No abstract is available for this item.

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
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1007/s10109-006-0031-z
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1007/s10109-006-0031-z?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    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

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    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. 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.
    3. 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.
    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.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Emilian Dobrescu, 2018. "Functional trinity of public finance in an emerging economy," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 7(1), pages 1-27, December.
    2. Baah Kusi & Elikplimi Agbloyor & Agyapomaa Gyeke‐Dako & Simplice Asongu, 2022. "Financial sector transparency, financial crises and market power: A cross‐country evidence," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(4), pages 4431-4450, October.
    3. David A. Belsley, 1976. "Multicollinearity: Diagnosing its Presence and Assessing the Potential Damage It Causes Least Squares Estimation," NBER Working Papers 0154, National Bureau of Economic Research, Inc.
    4. Avimanyu Datta, 2016. "Evaluating The Antecedents Of Foundational Innovations: A Longitudinal Look At Patents From Information Technology Industry," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 20(01), pages 1-29, January.
    5. William P. O’Hare, 2016. "A State Level Assessment of the Well-Being of Black Children in the United States," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 9(1), pages 277-297, March.
    6. Bottasso, Anna & Conti, Maurizio & Ferrari, Claudio & Tei, Alessio, 2014. "Ports and regional development: A spatial analysis on a panel of European regions," Transportation Research Part A: Policy and Practice, Elsevier, vol. 65(C), pages 44-55.
    7. Cho, Woohyun & Windle, Robert J. & Dresner, Martin E., 2017. "The impact of operational exposure and value-of-time on customer choice: Evidence from the airline industry," Transportation Research Part A: Policy and Practice, Elsevier, vol. 103(C), pages 455-471.
    8. Simplice Asongu & Rexon Nting, 2020. "The comparative economics of financial access in gender economic inclusion," African Journal of Economic and Management Studies, Emerald Group Publishing Limited, vol. 12(2), pages 193-207, December.
    9. Simplice A. Asongu & Nicholas M. Odhiambo, 2022. "The of role economic growth in modulating mobile connectivity dynamics for financial inclusion in developing countries," Working Papers of the African Governance and Development Institute. 22/013, African Governance and Development Institute..
    10. repec:zbw:inwedp:582015 is not listed on IDEAS
    11. Asongu, Simplice A. & Biekpe, Nicholas & Cassimon, Danny, 2021. "On the diffusion of mobile phone innovations for financial inclusion," Technology in Society, Elsevier, vol. 65(C).
    12. Simplice A. Asongu & Joseph Nnanna & Vanessa S. Tchamyou, 2020. "Finance, Institutions and Private Investment in Africa," Working Papers of the African Governance and Development Institute. 20/080, African Governance and Development Institute..
    13. Feichtinger, Paul & Salhofer, Klaus, 2013. "A Spatial Analysis of Agricultural Land Prices in Bavaria," Working papers 160741, Factor Markets, Centre for European Policy Studies.
    14. Asongu, Simplice A. & Biekpe, Nicholas & Cassimon, Danny, 2020. "Understanding the greater diffusion of mobile money innovations in Africa," Telecommunications Policy, Elsevier, vol. 44(8).
    15. Simplice A. Asongu & Nicholas M. Odhiambo, 2023. "Economic sectors and globalization channels to gender economic inclusion in Sub-Saharan Africa," Working Papers of the African Governance and Development Institute. 23/020, African Governance and Development Institute..
    16. Herrera Gómez, Marcos & Cid, Juan Carlos & Paz, Jorge Augusto, 2012. "Introducción a la econometría espacial: Una aplicación al estudio de la fecundidad en la Argentina usando R [Introduction to Spatial Econometrics: An application to the study of fertility in Argent," MPRA Paper 41138, University Library of Munich, Germany.
    17. Simplice A. Asongu & Nicholas M. Odhiambo, 2022. "Mobile technology supply factors and mobile money innovation: thresholds for complementary policies," Journal of Banking Regulation, Palgrave Macmillan, vol. 23(3), pages 288-301, September.
    18. Simplice Asongu & Nicholas Odhiambo, 2022. "The role of mobile characteristics on mobile money innovations," Quality & Quantity: International Journal of Methodology, Springer, vol. 56(6), pages 4693-4710, December.
    19. Ana Carneiro & Hélder Fernando Pedrosa e Sousa & Maria Alzira Pimenta Dinis & Ângela Leite, 2021. "Human Values and Religion: Evidence from the European Social Survey," Social Sciences, MDPI, vol. 10(2), pages 1-18, February.
    20. Paul Feichtinger & Klaus Salhofer, 2016. "The Fischler Reform of the Common Agricultural Policy and Agricultural Land Prices," Land Economics, University of Wisconsin Press, vol. 92(3), pages 411-432.
    21. Barrutia, Jose M. & Echebarria, Carmen & Aguado-Moralejo, Itziar & Apaolaza-Ibáñez, Vanessa & Hartmann, Patrick, 2022. "Leading smart city projects: Government dynamic capabilities and public value creation," Technological Forecasting and Social Change, Elsevier, vol. 179(C).

    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

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:kap:jgeosy:v:8:y:2006:i:4:p:317-333. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.