IDEAS home Printed from https://ideas.repec.org/h/eme/aecozz/s0731-905320160000036013.html
   My bibliography  Save this book chapter

Long-Run Effects in Large Heterogeneous Panel Data Models with Cross-Sectionally Correlated Errors

In: Essays in Honor of Aman Ullah

Author

Listed:
  • Alexander Chudik
  • Kamiar Mohaddes
  • M. Hashem Pesaran
  • Mehdi Raissi

Abstract

Abstract This paper develops a cross-sectionally augmented distributed lag (CS-DL) approach to the estimation of long-run effects in large dynamic heterogeneous panel data models with cross-sectionally dependent errors. The asymptotic distribution of the CS-DL estimator is derived under coefficient heterogeneity in the case where the time dimension (T) and the cross-section dimension (N) are both large. The CS-DL approach is compared with more standard panel data estimators that are based on autoregressive distributed lag (ARDL) specifications. It is shown that unlike the ARDL-type estimator, the CS-DL estimator is robust to misspecification of dynamics and error serial correlation. The theoretical results are illustrated with small sample evidence obtained by means of Monte Carlo simulations, which suggest that the performance of the CS-DL approach is often superior to the alternative panel ARDL estimates, particularly when T is not too large and lies in the range of 30–50.

Suggested Citation

  • Alexander Chudik & Kamiar Mohaddes & M. Hashem Pesaran & Mehdi Raissi, 2016. "Long-Run Effects in Large Heterogeneous Panel Data Models with Cross-Sectionally Correlated Errors," Advances in Econometrics,in: Essays in Honor of Aman Ullah, volume 36, pages 85-135 Emerald Publishing Ltd.
  • Handle: RePEc:eme:aecozz:s0731-905320160000036013
    as

    Download full text from publisher

    File URL: http://www.emeraldinsight.com/10.1108/S0731-905320160000036013?utm_campaign=RePEc&WT.mc_id=RePEc
    Download Restriction: Access to full text is restricted to subscribers

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

    Other versions of this item:

    References listed on IDEAS

    as
    1. Moon, Hyungsik Roger & Weidner, Martin, 2017. "Dynamic Linear Panel Regression Models With Interactive Fixed Effects," Econometric Theory, Cambridge University Press, vol. 33(01), pages 158-195, February.
    2. Pesaran, M Hashem, 1997. "The Role of Economic Theory in Modelling the Long Run," Economic Journal, Royal Economic Society, vol. 107(440), pages 178-191, January.
    3. Pesaran, M. Hashem & Chudik, Alexander, 2014. "Aggregation in large dynamic panels," Journal of Econometrics, Elsevier, vol. 178(P2), pages 273-285.
    4. Vasilis Sarafidis & Tom Wansbeek, 2012. "Cross-Sectional Dependence in Panel Data Analysis," Econometric Reviews, Taylor & Francis Journals, vol. 31(5), pages 483-531, September.
    5. M. Hashem Pesaran, 2006. "Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure," Econometrica, Econometric Society, vol. 74(4), pages 967-1012, July.
    6. Nelson C. Mark & Donggyu Sul, 2003. "Cointegration Vector Estimation by Panel DOLS and Long-run Money Demand," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 65(5), pages 655-680, December.
    7. Jushan Bai, 2009. "Panel Data Models With Interactive Fixed Effects," Econometrica, Econometric Society, vol. 77(4), pages 1229-1279, July.
    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. Bahal, Girish & Raissi, Mehdi & Tulin, Volodymyr, 2018. "Crowding-out or crowding-in? Public and private investment in India," World Development, Elsevier, vol. 109(C), pages 323-333.
    2. repec:eee:enepol:v:126:y:2019:i:c:p:131-144 is not listed on IDEAS
    3. Mohaddes, Kamiar & Pesaran, M. Hashem, 2017. "Oil prices and the global economy: Is it different this time around?," Energy Economics, Elsevier, vol. 65(C), pages 315-325.
    4. Mohaddes, Kamiar & Raissi, Mehdi, 2017. "Do sovereign wealth funds dampen the negative effects of commodity price volatility?," Journal of Commodity Markets, Elsevier, vol. 8(C), pages 18-27.
    5. Reed, W. Robert & Zhu, Min, 2017. "On estimating long-run effects in models with lagged dependent variables," Economic Modelling, Elsevier, vol. 64(C), pages 302-311.
    6. Ridha Nouira & Mohamed Kouni, 2018. "Optimal Government Size and Economic Growth in Developing and MENA Countries: A Dynamic Panel Threshold Analysis," Working Papers 1256, Economic Research Forum, revised 15 Nov 2018.
    7. Alexander Chudik & Kamiar Mohaddes & M. Hashem Pesaran & Mehdi Raissi, 2017. "Is There a Debt-Threshold Effect on Output Growth?," The Review of Economics and Statistics, MIT Press, vol. 99(1), pages 135-150, March.
    8. repec:eee:ecolet:v:159:y:2017:i:c:p:185-189 is not listed on IDEAS
    9. Jarrett, Uchechukwu & Mohaddes, Kamiar & Mohtadi, Hamid, 2019. "Oil price volatility, financial institutions and economic growth," Energy Policy, Elsevier, vol. 126(C), pages 131-144.
    10. Jakob B. Madsen & Antonio Minniti & Francesco Venturini, 2015. "Assessing Piketty’s laws of capitalism," Monash Economics Working Papers 34-15, Monash University, Department of Economics.
    11. Raissi, Mehdi & Tulin, Volodymyr, 2018. "Price and income elasticity of Indian exports—The role of supply-side bottlenecks," The Quarterly Review of Economics and Finance, Elsevier, vol. 68(C), pages 39-45.
    12. Fernando Arias & David Delgado & Daniel Parra & Hernán Rincón-Castro, 2016. "Gross Capital Flows and their long-term Determinants for Developing Economies: A Panel Co-integration Approach," Borradores de Economia 932, Banco de la Republica de Colombia.
    13. Checherita-Westphal, Cristina & Žďárek, Václav, 2017. "Fiscal reaction function and fiscal fatigue: evidence for the euro area," Working Paper Series 2036, European Central Bank.
    14. Mohaddes, Kamiar & Raissi, Mehdi & Weber, Anke, 2017. "Can Italy grow out of its NPL overhang? A panel threshold analysis," Economics Letters, Elsevier, vol. 159(C), pages 185-189.
    15. Amany El-Anshasy & Kamiar Mohaddes & Jeffrey B. Nugent, 2015. "Oil, Volatility and Institutions:Cross-Country Evidence from Major Oil Producers," Cambridge Working Papers in Economics 1523, Faculty of Economics, University of Cambridge.
    16. Georg von Graevenitz & Christian Helmers & Valentine Millot & Oliver Turnbull, 2016. "Does Online Search Predict Sales? Evidence from Big Data for Car Markets in Germany and the UK," Working Papers 71, Queen Mary, University of London, School of Business and Management, Centre for Globalisation Research.
    17. Jhon Edwar Torres & Juan Pablo Cote, 2017. "Un nuevo cálculo de la tasa de cambio real de equilibrio para Colombia: Enfoque de Balance Macroeconómico," Borradores de Economia 1030, Banco de la Republica de Colombia.
    18. repec:eee:quaeco:v:70:y:2018:i:c:p:241-266 is not listed on IDEAS
    19. Constantinescu, Mihnea & Lastauskas, Povilas, 2018. "The knotty interplay between credit and housing," The Quarterly Review of Economics and Finance, Elsevier, vol. 70(C), pages 241-266.

    More about this item

    Keywords

    Long-run relationships; estimation and inference; panel distributed lags; large dynamic heterogeneous panels; cross-section dependence; C23;

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models

    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:eme:aecozz:s0731-905320160000036013. See general information about how to correct material in RePEc.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Charlotte Maiorana). General contact details of provider: http://www.emeraldinsight.com .

    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 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.

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

    IDEAS is a RePEc service hosted by the Research Division of the Federal Reserve Bank of St. Louis . RePEc uses bibliographic data supplied by the respective publishers.