IDEAS home Printed from https://ideas.repec.org/a/eee/matcom/v64y2004i3p409-419.html
   My bibliography  Save this article

Test of random effects with incomplete panel data

Author

Listed:
  • Oya, Kosuke

Abstract

This paper examines properties of test statistics for random effects with incomplete panel data. We can divide incomplete panel data into two groups. One group arises from randomly missing or unbalanced data and the other arises from systematically missing data. We focus on the former case. Some statistical properties when there are missing independent variables in regression analysis are well known. A simple approach to treat missing observations is to just discard the missing cases, but such approach may be highly inefficient. In this paper, instead of discarding the missing cases, we consider the missing data to be the outcome of a random variable. The test statistic for random effects with randomly missing panel data is derived. We examine the statistical properties of the derived test statistic and compare it with test statistic derived without randomness. We find that our test statistic is conservative in comparison with the test statistic derived without randomness.

Suggested Citation

  • Oya, Kosuke, 2004. "Test of random effects with incomplete panel data," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 64(3), pages 409-419.
    • Handle: RePEc:eee:matcom:v:64:y:2004:i:3:p:409-419
    DOI: 10.1016/S0378-4754(03)00107-1
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0378475403001071
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/S0378-4754(03)00107-1?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. Baltagi, Badi H. & Chang, Young-Jae, 1994. "Incomplete panels : A comparative study of alternative estimators for the unbalanced one-way error component regression model," Journal of Econometrics, Elsevier, vol. 62(2), pages 67-89, June.
    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. Wu, Jianhong & Qin, Jinxu & Ding, Qing, 2015. "A moment-based test for individual effects in the error component model with incomplete panels," Statistics & Probability Letters, Elsevier, vol. 104(C), pages 153-162.
    2. Kalyuzhnova, Yelena & Vagliasindi, Maria, 2006. "Capacity utilization of the Kazakhstani firms and the Russian financial crisis: A panel data analysis," Economic Systems, Elsevier, vol. 30(3), pages 231-248, October.

    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. Jonathan McCarthy & Egon Zakrajšek, 2000. "Microeconomic inventory adjustment: evidence from U.S. firm-level data," Staff Reports 101, Federal Reserve Bank of New York.
    2. Vighneswara Swamy, 2017. "Determinants of Bank Asset Quality and Profitability: An Empirical Assessment," Applied Economics Quarterly (formerly: Konjunkturpolitik), Duncker & Humblot GmbH, Berlin, vol. 63(1), pages 97-135.
    3. Gunther Capelle-Blancard & Patricia Crifo & Marc-Arthur Diaye & Rim Oueghlissi & Bert Scholtens, 2016. "Environmental, Social and Governance (ESG) performance and sovereign bond spreads: an empirical analysis of OECD countries," Working Papers hal-01401718, HAL.
    4. ITO Banri & WAKASUGI Ryuhei & TOMIURA Eiichi, 2008. "Offshoring and Productivity: Evidence from Japanese Firm-level Data," Discussion papers 08028, Research Institute of Economy, Trade and Industry (RIETI).
    5. International Monetary Fund, 2011. "Impact of the Global Crisison Banking Sector Soundness in Asian Low-Income Countries," IMF Working Papers 2011/115, International Monetary Fund.
    6. Bělín, Matěj, 2020. "Time-invariant regressors under fixed effects: Simple identification via a proxy variable," Economics Letters, Elsevier, vol. 186(C).
    7. repec:zbw:rwirep:0017 is not listed on IDEAS
    8. Williams, Barry, 1998. "A pooled study of the profits and size of foreign banks in Australia," Journal of Multinational Financial Management, Elsevier, vol. 8(2-3), pages 211-231, September.
    9. Erik Biørn & Kjersti-Gro Lindquist & Terje Skjerpen, 2002. "Heterogeneity in Returns to Scale: A Random Coefficient Analysis with Unbalanced Panel Data," Journal of Productivity Analysis, Springer, vol. 18(1), pages 39-57, July.
    10. Vikas Dixit, 2016. "Fiscal Rule and Social Sector Spending: A Study of North-East India," India Studies in Business and Economics, in: Swapnendu Banerjee & Vivekananda Mukherjee & Sushil Kumar Haldar (ed.), Understanding Development, edition 1, chapter 11, pages 155-171, Springer.
    11. Pandey, Ashish & Guhathakurta, Kousik, 2022. "Value relevance of loan loss provision components and the choice of model specification," Advances in accounting, Elsevier, vol. 58(C).
    12. Paula Cristina da Silva Ferreira Neto Rodrigues & António Abílio Garrido Brandão & António de Melo Cerqueira, 2008. "The Macroeconomic Determinants of Cross Border Mergers and Acquisitions and Greenfield Investments," FEP Working Papers 281, Universidade do Porto, Faculdade de Economia do Porto.
    13. Mr. Philippe Egoume Bossogo & Mr. Ankouvi Nayo, 2011. "Feeling The Elephant’s Weight: The Impact of Côte d’Ivoire’s Crisis on WAEMU Trade," IMF Working Papers 2011/080, International Monetary Fund.
    14. Dionne, Georges & Gagne, Robert & Vanasse, Charles, 1998. "Inferring technological parameters from incomplete panel data," Journal of Econometrics, Elsevier, vol. 87(2), pages 303-327, September.
    15. Fadhuile, A., 2018. "Can we explain pesticide price trend by the regulation changes ?," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277112, International Association of Agricultural Economists.
    16. Goto, Mika & Inoue, Tomohiro & Sueyoshi, Toshiyuki, 2013. "Structural reform of Japanese electric power industry: Separation between generation and transmission & distribution," Energy Policy, Elsevier, vol. 56(C), pages 186-200.
    17. Capelle-Blancard, Gunther & Crifo, Patricia & Diaye, Marc-Arthur & Oueghlissi, Rim & Scholtens, Bert, 2019. "Sovereign bond yield spreads and sustainability: An empirical analysis of OECD countries," Journal of Banking & Finance, Elsevier, vol. 98(C), pages 156-169.
    18. Yang, Juan & Mitchell, Paul D. & Gray, Michael E. & Steffey, Kevin L., 2007. "Unbalanced Nested Component Error Model and the Value of Soil Insecticide and Bt Corn for Controlling Western Corn Rootworm," Staff Papers 92127, University of Wisconsin-Madison, Department of Agricultural and Applied Economics.
    19. Dědeček Radek & Dudzich Viktar, 2022. "Exploring the limitations of GDP per capita as an indicator of economic development: a cross-country perspective," Review of Economic Perspectives, Sciendo, vol. 22(3), pages 193-217, September.
    20. Regan, Tracy L., 2008. "Generic entry, price competition, and market segmentation in the prescription drug market," International Journal of Industrial Organization, Elsevier, vol. 26(4), pages 930-948, July.
    21. Angioloni, Simone & Kudabaev, Zarylbek & Ames, Glenn C.W. & Wetzstein, Michael E., 2013. "Micro-credit impact in Kyrgyzstan: A study case," 2013 Annual Meeting, February 2-5, 2013, Orlando, Florida 143074, Southern Agricultural Economics Association.

    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:eee:matcom:v:64:y:2004:i:3:p:409-419. 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: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/mathematics-and-computers-in-simulation/ .

    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.