IDEAS home Printed from https://ideas.repec.org/a/jof/jforec/v27y2008i5p451-463.html
   My bibliography  Save this article

Prediction in the two-way random-effect model with heteroskedasticity

Author

Listed:
  • Eugene Kouassi

    (Resource Economics, West Virginia University, Morgantown, West Virginia, USA)

  • Kern O. Kymn

    (Division of Finance and Economics, West Virginia University, Morgantown, West Virginia, USA)

Abstract

In this paper we extend Taub (1979) approach for prediction in the context of the variance components model. The extension obtained is based on the two-way random-effect model with heteroskedasticity. Prediction functions are then obtained in three heteroskedasticity cases (heteroskedasticity on the individual term, heteroskedasticity on the composite term, and heteroskedasticity on the temporal term ). Copyright © 2008 John Wiley & Sons, Ltd.

Suggested Citation

  • Eugene Kouassi & Kern O. Kymn, 2008. "Prediction in the two-way random-effect model with heteroskedasticity," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 27(5), pages 451-463.
    • Handle: RePEc:jof:jforec:v:27:y:2008:i:5:p:451-463
    DOI: 10.1002/for.1016
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1002/for.1016
    File Function: Link to full text; subscription required
    Download Restriction: no
    File URL: https://libkey.io/10.1002/for.1016?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
    ---><---

    References listed on IDEAS

    as
    1. MaCurdy, Thomas E., 1982. "The use of time series processes to model the error structure of earnings in a longitudinal data analysis," Journal of Econometrics, Elsevier, vol. 18(1), pages 83-114, January.
    2. Balestra, Pietro, 1980. "A note on the exact transformation associated with the first-order moving average process," Journal of Econometrics, Elsevier, vol. 14(3), pages 381-394, December.
    3. Taub, Allan J., 1979. "Prediction in the context of the variance-components model," Journal of Econometrics, Elsevier, vol. 10(1), pages 103-107, April.
    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. Baltagi, Badi H., 2013. "Panel Data Forecasting," Handbook of Economic Forecasting, in: G. Elliott & C. Granger & A. Timmermann (ed.), Handbook of Economic Forecasting, edition 1, volume 2, chapter 0, pages 995-1024, Elsevier.

    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. Badi H. Baltagi, 2008. "Forecasting with panel data," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 27(2), pages 153-173.
    2. Seuck Song & Byoung Jung, 2002. "BLUP in the panel regression model with spatially and serially correlated error components," Statistical Papers, Springer, vol. 43(4), pages 551-566, October.
    3. Maria Casanova-Rivas, 2008. "Dynamic Complementarities: A Computational and Empirical Analysis of Couples' Retirement Decisions," 2008 Meeting Papers 1073, Society for Economic Dynamics.
    4. Charles Grant & Christos Koulovatianos & Alexander Michaelides & Mario Padula, 2010. "Evidence on the Insurance Effect of Redistributive Taxation," The Review of Economics and Statistics, MIT Press, vol. 92(4), pages 965-973, November.
    5. Gerald E. Auten & Holger Sieg & Charles T. Clotfelter, 2002. "Charitable Giving, Income, and Taxes: An Analysis of Panel Data," American Economic Review, American Economic Association, vol. 92(1), pages 371-382, March.
    6. Sule Alan & Thomas Crossley & Hamish Low, 2012. "Saving on a Rainy Day, Borrowing for a Rainy Day," Koç University-TUSIAD Economic Research Forum Working Papers 1212, Koc University-TUSIAD Economic Research Forum.
    7. Fatih Guvenen & Burhanettin Kuruscu, 2010. "A Quantitative Analysis of the Evolution of the US Wage Distribution, 1970–2000," NBER Chapters, in: NBER Macroeconomics Annual 2009, Volume 24, pages 227-276, National Bureau of Economic Research, Inc.
    8. Peter Gottschalk & Minh Huynh, 2010. "Are Earnings Inequality and Mobility Overstated? The Impact of Nonclassical Measurement Error," The Review of Economics and Statistics, MIT Press, vol. 92(2), pages 302-315, May.
    9. Bartzsch Nikolaus, 2008. "Precautionary Saving and Income Uncertainty in Germany – New Evidence from Microdata," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 228(1), pages 5-24, February.
    10. Joachim Hubmer, 2018. "The Job Ladder and its Implications for Earnings Risk," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 29, pages 172-194, July.
    11. Emma Tominey, 2010. "The Timing of Parental Income and Child Outcomes: The Role of Permanent and Transitory Shocks," CEE Discussion Papers 0120, Centre for the Economics of Education, LSE.
    12. Tony Smith & M. Fatih Guvenen, 2007. "Inferring Labor Income Risk from Economic Choices: An Indirect Inference Approach," 2007 Meeting Papers 1024, Society for Economic Dynamics.
    13. Xavier Gabaix & Jean‐Michel Lasry & Pierre‐Louis Lions & Benjamin Moll, 2016. "The Dynamics of Inequality," Econometrica, Econometric Society, vol. 84, pages 2071-2111, November.
    14. Alvarez, Javier & Arellano, Manuel, 2022. "Robust likelihood estimation of dynamic panel data models," Journal of Econometrics, Elsevier, vol. 226(1), pages 21-61.
    15. Bonomo, Marco & Garcia, Rene, 1996. "Consumption and equilibrium asset pricing: An empirical assessment," Journal of Empirical Finance, Elsevier, vol. 3(3), pages 239-265, September.
    16. Chabé-Ferret, Sylvain, 2017. "Should We Combine Difference In Differences with Conditioning on Pre-Treatment Outcomes?," TSE Working Papers 17-824, Toulouse School of Economics (TSE).
    17. Arpita Chatterjee & James Morley & Aarti Singh, 2021. "Estimating household consumption insurance," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 36(5), pages 628-635, August.
    18. repec:spo:wpecon:info:hdl:2441/6ggbvnr6munghes9od0s108ro is not listed on IDEAS
    19. Masakatsu Okubo, 2015. "Earnings Dynamics and Profile Heterogeneity: Estimates from Japanese Panel Data," The Japanese Economic Review, Japanese Economic Association, vol. 66(1), pages 112-146, March.
    20. Dmytro Hryshko, 2012. "Labor income profiles are not heterogeneous: Evidence from income growth rates," Quantitative Economics, Econometric Society, vol. 3(2), pages 177-209, July.
    21. In Choi, 2019. "Unit Root Tests for Dependent Micropanels," The Japanese Economic Review, Springer, vol. 70(2), pages 145-167, June.

    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:jof:jforec:v:27:y:2008:i:5:p:451-463. 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: Wiley-Blackwell Digital Licensing or Christopher F. Baum (email available below). General contact details of provider: http://www3.interscience.wiley.com/cgi-bin/jhome/2966 .

    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.