IDEAS home Printed from https://ideas.repec.org/p/ctl/louvir/2012009.html
   My bibliography  Save this paper

On the estimation of the volatility-growth link

Author

Listed:
  • Andrey LAUNOV

    (University of Mainz, CESifo, and UCL Louvain la Neuve (IRES))

  • Olaf POSCH

    (Aarhus University and CREATES, CESifo)

  • Klaus WÄLDE

    (University of Mainz, CESifo, Center for Structural Estimation, University of Bristol and UCL Louvain-la-Neuve (IRES))

Abstract

It is common practice to estimate the volatility-growth link by specifying a standard growth equation such that the variance of the error term appears as an explanatory variable in this growth equation. The variance in turn is modelled by a second equation. Hardly any of existing applications of this framework includes exogenous controls in this second variance equation. Our theoretical findings suggest that the absence of relevant explanatory variables in the variance equation leads to a biased and inconsistent estimate of the volatility-growth link. Our simulations show that this effect is large. Once the appropriate controls are included in the variance equation consistency is restored. In short, we suggest that the variance equation must include relevant control variables to estimate the volatility-growth link.

Suggested Citation

  • Andrey LAUNOV & Olaf POSCH & Klaus WÄLDE, 2012. "On the estimation of the volatility-growth link," LIDAM Discussion Papers IRES 2012009, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
    • Handle: RePEc:ctl:louvir:2012009
    as

    Download full text from publisher

    File URL: http://sites.uclouvain.be/econ/DP/IRES/2012009.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Ramey, Garey & Ramey, Valerie A, 1995. "Cross-Country Evidence on the Link between Volatility and Growth," American Economic Review, American Economic Association, vol. 85(5), pages 1138-1151, December.
    2. Aghion, Philippe & Angeletos, George-Marios & Banerjee, Abhijit & Manova, Kalina, 2010. "Volatility and growth: Credit constraints and the composition of investment," Journal of Monetary Economics, Elsevier, vol. 57(3), pages 246-265, April.
    3. John W. Dawson & Joseph P. Dejuan & John J. Seater & E. Frank Stephenson, 2001. "Economic information versus quality variation in cross‐country data," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 34(4), pages 988-1009, November.
    4. Jeffrey Edwards & Benhua Yang, 2009. "An empirical refinement of the relationship between growth and volatility," Applied Economics, Taylor & Francis Journals, vol. 41(11), pages 1331-1343.
    5. Acemoglu, Daron & Johnson, Simon & Robinson, James & Thaicharoen, Yunyong, 2003. "Institutional causes, macroeconomic symptoms: volatility, crises and growth," Journal of Monetary Economics, Elsevier, vol. 50(1), pages 49-123, January.
    6. Nelson, Daniel B, 1991. "Conditional Heteroskedasticity in Asset Returns: A New Approach," Econometrica, Econometric Society, vol. 59(2), pages 347-370, March.
    7. Imbs, Jean, 2007. "Growth and volatility," Journal of Monetary Economics, Elsevier, vol. 54(7), pages 1848-1862, October.
    8. Philippe Aghion, 2005. "Growth and Institutions," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 32(1), pages 3-18, March.
    9. Posch, Olaf, 2011. "Explaining output volatility: The case of taxation," Journal of Public Economics, Elsevier, vol. 95(11), pages 1589-1606.
    10. Olaf Posch & Klaus Wälde, 2011. "On the link between volatility and growth," Journal of Economic Growth, Springer, vol. 16(4), pages 285-308, December.
    11. Natalia Ponomareva & Hajime Katayama, 2010. "Does the version of the Penn World Tables matter? An analysis of the relationship between growth and volatility," Canadian Journal of Economics, Canadian Economics Association, vol. 43(1), pages 152-179, February.
    12. Kiminori Matsuyama, 1999. "Growing Through Cycles," Econometrica, Econometric Society, vol. 67(2), pages 335-348, March.
    13. Acemoglu, Daron & Johnson, Simon & Robinson, James A., 2005. "Institutions as a Fundamental Cause of Long-Run Growth," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 6, pages 385-472, Elsevier.
    14. Xavier Sala-I-Martin & Gernot Doppelhofer & Ronald I. Miller, 2004. "Determinants of Long-Term Growth: A Bayesian Averaging of Classical Estimates (BACE) Approach," American Economic Review, American Economic Association, vol. 94(4), pages 813-835, September.
    15. Patrick Francois & Huw Lloyd-Ellis, 2003. "Animal Spirits Through Creative Destruction," American Economic Review, American Economic Association, vol. 93(3), pages 530-550, June.
    16. Jonathan Temple, 1999. "The New Growth Evidence," Journal of Economic Literature, American Economic Association, vol. 37(1), pages 112-156, March.
    17. Engle, Robert F & Lilien, David M & Robins, Russell P, 1987. "Estimating Time Varying Risk Premia in the Term Structure: The Arch-M Model," Econometrica, Econometric Society, vol. 55(2), pages 391-407, March.
    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. Joya, Omar, 2015. "Growth and volatility in resource-rich countries: Does diversification help?," Structural Change and Economic Dynamics, Elsevier, vol. 35(C), pages 38-55.

    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. Ferraro, Domenico, 2017. "Volatility and slow technology diffusion," European Economic Review, Elsevier, vol. 96(C), pages 18-37.
    2. Olaf Posch & Klaus Wälde, 2011. "On the link between volatility and growth," Journal of Economic Growth, Springer, vol. 16(4), pages 285-308, December.
    3. Jing Wan & Jie Zhang, 2023. "R&D subsidies, income taxes, and growth through cycles," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 76(3), pages 827-866, October.
    4. Jetter, Michael, 2014. "Volatility and growth: Governments are key," European Journal of Political Economy, Elsevier, vol. 36(C), pages 71-88.
    5. Michael Jetter, 2013. "Volatility and Growth: An Explanation for the Disagreement," Documentos de Trabajo de Valor Público 10944, Universidad EAFIT.
    6. Joya, Omar, 2015. "Growth and volatility in resource-rich countries: Does diversification help?," Structural Change and Economic Dynamics, Elsevier, vol. 35(C), pages 38-55.
    7. Posch, Olaf, 2011. "Explaining output volatility: The case of taxation," Journal of Public Economics, Elsevier, vol. 95(11), pages 1589-1606.
    8. Angelo Salton & Regis A. Ely, 2017. "Uncertainty and growth: evidence of emerging and developed countries," Economics Bulletin, AccessEcon, vol. 37(2), pages 1274-1280.
    9. Mallick, Debdulal, 2017. "The Growth-Volatility Relationship: What Does Volatility Decomposition Tell?," MPRA Paper 79397, University Library of Munich, Germany.
    10. Antonio Fatás & Ilian Mihov, 2013. "Policy Volatility, Institutions, and Economic Growth," The Review of Economics and Statistics, MIT Press, vol. 95(2), pages 362-376, May.
    11. Mallick, Debdulal, 2015. "Elusive Relationship between Business-cycle Volatility and Long-run Growth," MPRA Paper 64502, University Library of Munich, Germany.
    12. John W. Dawson, 2007. "The Empirical Institutions-Growth Literature: Is Something Amiss at the Top?," Econ Journal Watch, Econ Journal Watch, vol. 4(2), pages 184-196, May.
    13. Dimitrios Bakas & Georgios Chortareas & Georgios Magkonis, 2019. "Volatility and growth: a not so straightforward relationship," Oxford Economic Papers, Oxford University Press, vol. 71(4), pages 874-907.
    14. Wan, Jing & Zhang, Jie, 2021. "Optimal growth through innovation, investment, and labor," European Economic Review, Elsevier, vol. 132(C).
    15. Delgado, Michael S. & McCloud, Nadine & Kumbhakar, Subal C., 2014. "A generalized empirical model of corruption, foreign direct investment, and growth," Journal of Macroeconomics, Elsevier, vol. 42(C), pages 298-316.
    16. Berg, Andrew & Ostry, Jonathan D. & Zettelmeyer, Jeromin, 2012. "What makes growth sustained?," Journal of Development Economics, Elsevier, vol. 98(2), pages 149-166.
    17. Crespo Cuaresma, Jesus & von Schweinitz, Gregor & Wendt, Katharina, 2019. "On the empirics of reserve requirements and economic growth," Journal of Macroeconomics, Elsevier, vol. 60(C), pages 253-274.
    18. Olivier Parent & Abdallah Zouache, 2009. "Geographical Features vs. Institutional Factors: New Perspectives on The Growth of Africa and Middle-East," Working Papers 490, Economic Research Forum, revised Jun 2009.
    19. Nuno Torres & Óscar Afonso & Isabel Soares, 2010. "The connection between oil and economic growth revisited," FEP Working Papers 377, Universidade do Porto, Faculdade de Economia do Porto.
    20. Spiliopoulos, Leonidas, 2010. "The determinants of macroeconomic volatility: A Bayesian model averaging approach," MPRA Paper 26832, University Library of Munich, Germany.

    More about this item

    Keywords

    volatility and growth; growth regression; endogenous variance unbiased estimates;
    All these keywords.

    JEL classification:

    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence

    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:ctl:louvir:2012009. 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: Virginie LEBLANC (email available below). General contact details of provider: https://edirc.repec.org/data/iruclbe.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.