IDEAS home Printed from https://ideas.repec.org/a/taf/jnlbes/v40y2022i3p1191-1203.html
   My bibliography  Save this article

The Incidental Parameters Problem in Testing for Remaining Cross-Section Correlation

Author

Listed:
  • Artūras Juodis
  • Simon Reese

Abstract

In this article, we consider the properties of the Pesaran CD test for cross-section correlation when applied to residuals obtained from panel data models with many estimated parameters. We show that the presence of period-specific parameters leads the CD test statistic to diverge as the time dimension of the sample grows. This result holds even if cross-section dependence is correctly accounted for and hence constitutes an example of the incidental parameters problem. The relevance of this problem is investigated for both the classical two-way fixed-effects estimator and the Common Correlated Effects estimator of Pesaran. We suggest a weighted CD test statistic which re-establishes standard normal inference under the null hypothesis. Given the widespread use of the CD test statistic to test for remaining cross-section correlation, our results have far reaching implications for empirical researchers.

Suggested Citation

  • Artūras Juodis & Simon Reese, 2022. "The Incidental Parameters Problem in Testing for Remaining Cross-Section Correlation," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 40(3), pages 1191-1203, June.
    • Handle: RePEc:taf:jnlbes:v:40:y:2022:i:3:p:1191-1203
    DOI: 10.1080/07350015.2021.1906687
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1080/07350015.2021.1906687
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1080/07350015.2021.1906687?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.

    Citations

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


    Cited by:

    1. Masako Ikegami & Zijian Wang, 2024. "Does energy technology R&D save energy in OECD countries?," Economic Change and Restructuring, Springer, vol. 57(2), pages 1-22, April.
    2. Liddle, Brantley & Parker, Steven & Hasanov, Fakhri, 2023. "Why has the OECD long-run GDP elasticity of economy-wide electricity demand declined? Because the electrification of energy services has saturated," Energy Economics, Elsevier, vol. 125(C).
    3. Artūras Juodis & Simas Kučinskas, 2023. "Quantifying noise in survey expectations," Quantitative Economics, Econometric Society, vol. 14(2), pages 609-650, May.
    4. Ryan H. Murphy & Colin O’Reilly, 2023. "Freedom through taxation: the effect of fiscal capacity on the rule of law," European Journal of Law and Economics, Springer, vol. 56(1), pages 69-90, August.
    5. Dierk Herzer, 2024. "The impact of domestic R&D and North–South R&D spillovers on energy intensity in developing countries," Economic Change and Restructuring, Springer, vol. 57(2), pages 1-31, April.
    6. Herzer, Dierk, 2022. "The impact on domestic CO2 emissions of domestic government-funded clean energy R&D and of spillovers from foreign government-funded clean energy R&D," Energy Policy, Elsevier, vol. 168(C).
    7. Muntasir Murshed & Ilhan Ozturk & Avik Sinha & Mohammad Mahtab Alam, 2024. "Achieving environmental sustainability through renewable energy transition in the Next Eleven countries: the importance of establishing sound democratic governance," Economic Change and Restructuring, Springer, vol. 57(2), pages 1-24, April.
    8. Luca Margaritella & Joakim Westerlund, 2023. "Using information criteria to select averages in CCE," The Econometrics Journal, Royal Economic Society, vol. 26(3), pages 405-421.
    9. Xu Zhang & Tianchu Feng & Chengjun Wang & Chaozhu Li, 2023. "Local Fiscal Pressure and Public Health: Evidence from China," IJERPH, MDPI, vol. 20(6), pages 1-17, March.
    10. Herzer, Dierk & Schmelmer, Niklas, 2023. "How do South-South and North-South FDI affect energy intensity in developing countries?," MPRA Paper 118179, University Library of Munich, Germany.
    11. Jonathan H. Wright, 2023. "Breaks in the Phillips Curve: Evidence from Panel Data," Finance and Economics Discussion Series 2023-015, Board of Governors of the Federal Reserve System (U.S.).

    More about this item

    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:taf:jnlbes:v:40:y:2022:i:3:p:1191-1203. 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.

    We have no bibliographic references for this item. You can help adding them by using 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: Chris Longhurst (email available below). General contact details of provider: http://www.tandfonline.com/UBES20 .

    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.