IDEAS home Printed from https://ideas.repec.org/p/hst/hstdps/d07-212.html
   My bibliography  Save this paper

Dynamic Panel Data Models with Cross Section Dependence and Heteroscedasticity

Author

Listed:
  • Kazuhiko Hayakawa

Abstract

In this paper, we show that the bias-corrected first-difference (BCFD) estimator suggested by Chowdhury (1987) can be applied to the case where the error terms are cross-sectionally dependent and heteroscedastic. By deriving the finite sample bias of the BCFD estimator, we find that the BCFD estimator has small bias when T, the dimension of the time series, is not very large and ρ, the autoregressive parameter, is close to one. Simulation results show that the BCFD estimator performs better than existing estimators, especially when T is not very large.

Suggested Citation

  • Kazuhiko Hayakawa, 2007. "Dynamic Panel Data Models with Cross Section Dependence and Heteroscedasticity," Hi-Stat Discussion Paper Series d07-212, Institute of Economic Research, Hitotsubashi University.
    • Handle: RePEc:hst:hstdps:d07-212
    as

    Download full text from publisher

    File URL: http://hi-stat.ier.hit-u.ac.jp/research/discussion/2007/pdf/D07-212.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Arellano, Manuel, 2003. "Panel Data Econometrics," OUP Catalogue, Oxford University Press, number 9780199245291.
    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. repec:ebl:ecbull:v:3:y:2006:i:27:p:1-10 is not listed on IDEAS
    2. Kazuhiko Hayakawa, 2006. "A Note on Bias in First-Differenced AR(1) Models," Economics Bulletin, AccessEcon, vol. 3(27), pages 1-10.

    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. Tahir Andrabi & Jishnu Das & Asim Ijaz Khwaja & Tristan Zajonc, 2011. "Do Value-Added Estimates Add Value? Accounting for Learning Dynamics," American Economic Journal: Applied Economics, American Economic Association, vol. 3(3), pages 29-54, July.
    2. Carrión-Flores, Carmen E. & Innes, Robert, 2010. "Environmental innovation and environmental performance," Journal of Environmental Economics and Management, Elsevier, vol. 59(1), pages 27-42, January.
    3. Paul Raschky, 2007. "Estimating the effects of risk transfer mechanisms against floods in Europe and U.S.A.: A dynamic panel approach," Working Papers 2007-05, Faculty of Economics and Statistics, Universität Innsbruck.
    4. Giacomo De Giorgi & Michele Pellizzari & William Gui Woolston, 2012. "Class Size And Class Heterogeneity," Journal of the European Economic Association, European Economic Association, vol. 10(4), pages 795-830, August.
    5. Rode, Martin & Gwartney, James D., 2012. "Does democratization facilitate economic liberalization?," European Journal of Political Economy, Elsevier, vol. 28(4), pages 607-619.
    6. Anne Musson & Damien Rousselière, 2020. "Exploring the effect of crisis on cooperatives: a Bayesian performance analysis of French craftsmen cooperatives," Applied Economics, Taylor & Francis Journals, vol. 52(25), pages 2657-2678, May.
    7. Iván Fernández-Val & Martin Weidner, 2018. "Fixed Effects Estimation of Large-TPanel Data Models," Annual Review of Economics, Annual Reviews, vol. 10(1), pages 109-138, August.
    8. Xiaohong Chen & Andres Santos, 2018. "Overidentification in Regular Models," Econometrica, Econometric Society, vol. 86(5), pages 1771-1817, September.
    9. Johannes Blum & Klaus Gründler, 2020. "Political Stability and Economic Prosperity: Are Coups Bad for Growth?," CESifo Working Paper Series 8317, CESifo.
    10. Marktanner Marcus & Makdisi Samir, 2008. "Development against All Odds? The Case of Lebanon," Review of Middle East Economics and Finance, De Gruyter, vol. 4(3), pages 101-133, September.
    11. Gabriel Burdí­n & Andrés Dean, 2009. "Las decisiones de empleo y salarios de cooperativas de trabajo y empresas capitalistas : evidencia para Uruguay en base a datos de panel," Documentos de Trabajo (working papers) 09-02, Instituto de Economía - IECON.
    12. Maxime Fajeau, 2020. "The Adverse Effect of Finance on Growth," Working Papers hal-02549422, HAL.
    13. Hoderlein, Stefan & White, Halbert, 2012. "Nonparametric identification in nonseparable panel data models with generalized fixed effects," Journal of Econometrics, Elsevier, vol. 168(2), pages 300-314.
    14. García Cruz Gustavo Adolfo, 2008. "Informalidad regional en Colombia. Evidencia y Determinantes," Revista Desarrollo y Sociedad, Universidad de los Andes,Facultad de Economía, CEDE, February.
    15. Karlsson, Martin & Nilsson, Therese & Pichler, Stefan, 2014. "The impact of the 1918 Spanish flu epidemic on economic performance in Sweden," Journal of Health Economics, Elsevier, vol. 36(C), pages 1-19.
    16. Samargandi, Nahla & Fidrmuc, Jan & Ghosh, Sugata, 2015. "Is the Relationship Between Financial Development and Economic Growth Monotonic? Evidence from a Sample of Middle-Income Countries," World Development, Elsevier, vol. 68(C), pages 66-81.
    17. Julie L. Hotchkiss & Robert E. Moore, 2022. "Some Like it Hot: Assessing Longer-Term Labor Market Benefits from a High-Pressure Economy," International Journal of Central Banking, International Journal of Central Banking, vol. 18(2), pages 193-243, June.
    18. Troske, Kenneth R. & Voicu, Alexandru, 2010. "Joint estimation of sequential labor force participation and fertility decisions using Markov chain Monte Carlo techniques," Labour Economics, Elsevier, vol. 17(1), pages 150-169, January.
    19. Pablo Lavado & Gonzalo Rivera, 2016. "Identifying Treatment Effects with Data Combination and Unobserved Heterogeneity," Working Papers 79, Peruvian Economic Association.
    20. Christopher B. Goodman, 2015. "Local Government Fragmentation and the Local Public Sector," Public Finance Review, , vol. 43(1), pages 82-107, January.

    More about this item

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:hst:hstdps:d07-212. 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: Tatsuji Makino (email available below). General contact details of provider: https://edirc.repec.org/data/iehitjp.html .

    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.