IDEAS home Printed from https://ideas.repec.org/a/taf/applec/v46y2014i19p2205-2214.html
   My bibliography  Save this article

On smoothing macroeconomic time series using the modified HP filter

Author

Listed:
  • M. Ali Choudhary
  • M. Nadim Hanif
  • Javed Iqbal

Abstract

In business-cycle research, smoothing data is an essential first step to evaluate the extent to which model-generated moments stand up to their empirical counterparts. We put to test McDermott's (1997) modified version of Hodrick and Prescott's (1997) smoothing filter. On the one hand, our simulations suggest that relative to other filters, the modified HP-filter replicates better artificially generated series with known properties. On the other hand, using true data we find that autoregressive properties of smoothed series are not affected by the choice of smoothing HP filters, but the same does not hold when it comes to multivariate analysis. The later result is especially strong for annual data. We report results for a large set of countries.

Suggested Citation

  • M. Ali Choudhary & M. Nadim Hanif & Javed Iqbal, 2014. "On smoothing macroeconomic time series using the modified HP filter," Applied Economics, Taylor & Francis Journals, vol. 46(19), pages 2205-2214, July.
    • Handle: RePEc:taf:applec:v:46:y:2014:i:19:p:2205-2214
    DOI: 10.1080/00036846.2014.894631
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1080/00036846.2014.894631
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1080/00036846.2014.894631?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. Albert Marcet & Morte O. Ravn, "undated". "The HP-Filter in Cross-Country Comparisons," Studies on the Spanish Economy 100, FEDEA.
    2. Agenor, Pierre-Richard & McDermott, C John & Prasad, Eswar S, 2000. "Macroeconomic Fluctuations in Developing Countries: Some Stylized Facts," The World Bank Economic Review, World Bank, vol. 14(2), pages 251-285, May.
    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. Klein, Mathias & Winkler, Roland, 2019. "Austerity, inequality, and private debt overhang," European Journal of Political Economy, Elsevier, vol. 57(C), pages 89-106.
    2. Hanif, Muhammad Nadim, 2014. "Monetary Policy Experience of Pakistan," MPRA Paper 60855, University Library of Munich, Germany.
    3. Zhang, Yixin & Zhao, Feng & Zhang, Jie & Wang, Zhicheng, 2021. "Fluctuation in the transformation of economic development and the coupling mechanism with the environmental quality of resource-based cities – A case study of Northeast China," Resources Policy, Elsevier, vol. 72(C).
    4. Adam Pigoń & Michał Ramsza, 2022. "A Comparison of German, Swiss, and Polish Fiscal Rules Using Monte Carlo Simulations," Gospodarka Narodowa. The Polish Journal of Economics, Warsaw School of Economics, issue 4, pages 17-41.
    5. Clegg, Matthew & Krauss, Christopher & Rende, Jonas, 2017. "partialCI: An R package for the analysis of partially cointegrated time series," FAU Discussion Papers in Economics 05/2017, Friedrich-Alexander University Erlangen-Nuremberg, Institute for Economics.

    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. Choudhary, Ali & Hanif, Nadim & Iqbal, Javed, 2013. "On smoothing macroeconomic time series using HP and modified HP filter," MPRA Paper 45630, University Library of Munich, Germany.
    2. Rand, John & Tarp, Finn, 2002. "Business Cycles in Developing Countries: Are They Different?," World Development, Elsevier, vol. 30(12), pages 2071-2088, December.
    3. Mr. Paul Cashin, 2004. "Caribbean Business Cycles," IMF Working Papers 2004/136, International Monetary Fund.
    4. Craig Burnside & Alexandra Tabova, 2009. "Risk, Volatility, and the Global Cross-Section of Growth Rates," NBER Working Papers 15225, National Bureau of Economic Research, Inc.
    5. Ageliki Anagnostou & Ioannis Panteladis & Maria Tsiapa, 2015. "Disentangling different patterns of business cycle synchronicity in the EU regions," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 42(3), pages 615-641, August.
    6. Facundo Piguillem & Anderson Schneider, 2013. "Heterogeneous Labor Skills, The Median Voter and Labor Taxes," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 16(2), pages 332-349, April.
    7. Shruthi Jayaram, 2009. "Examining the Decoupling Hypothesis for India," Working Papers id:2119, eSocialSciences.
    8. Andrés Fernández, 2010. "“Tropical” Real Business Cycles? A Bayesian Exploration," Revista ESPE - Ensayos Sobre Política Económica, Banco de la República, vol. 28(61), pages 60-105, August.
    9. Jean-Pierre Allegret & Cécile Couharde & Cyriac Guillaumin, 2012. "The Impact of External Shocks in East Asia: Lessons from a Structural VAR Model with Block Exogeneity," International Economics, CEPII research center, issue 132, pages 35-89.
    10. Ghate, Chetan & Gopalakrishnan, Pawan & Tarafdar, Suchismita, 2016. "Fiscal policy in an emerging market business cycle model," The Journal of Economic Asymmetries, Elsevier, vol. 14(PA), pages 52-77.
    11. Lankester-Campos, Valerie & Loaiza-Marín, Kerry & Monge-Badilla, Carlos, 2020. "Assessing public debt sustainability for Costa Rica using the fiscal reaction function," Latin American Journal of Central Banking (previously Monetaria), Elsevier, vol. 1(1).
    12. C. Emre Alper, 2000. "Stylized Facts of Business Cycles, Excess Volatility and Capital Flows: Evidence from Mexico and Turkey," Working Papers 2000/11, Bogazici University, Department of Economics.
    13. Sonia Bhalotra & Samantha Rawlings, 2013. "Gradients of the Intergenerational Transmission of Health in Developing Countries," The Review of Economics and Statistics, MIT Press, vol. 95(2), pages 660-672, May.
    14. Lane, Philip R., 2003. "The cyclical behaviour of fiscal policy: evidence from the OECD," Journal of Public Economics, Elsevier, vol. 87(12), pages 2661-2675, December.
    15. Caraiani, Petre, 2007. "An Analysis of the Fluctuations in the Romanian Economy using the Real Business Cycles Approach," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 4(2), pages 76-86, June.
    16. Diemo Dietrich, 2004. "Financing FDI into Developing Economies and the International Transmission of Business Cycle Fluctuations," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 140(IV), pages 449-481, December.
    17. Asongu Simplice, 2013. "Does Money Matter in Africa? New Empirics on Long- and Short-run Effects of Monetary Policy on Output and Prices," Working Papers of the African Governance and Development Institute. 13/005, African Governance and Development Institute..
    18. Zouhair Aït Benhamou, 2018. "Imperfect Governance and Price Stickiness in Emerging Economies," EconomiX Working Papers 2018-17, University of Paris Nanterre, EconomiX.
    19. Adnan Haider & Musleh ud Din & Ejaz Ghani, 2012. "Monetary Policy, Informality and Business Cycle Fluctuations in a Developing Economy Vulnerable to External Shocks," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 51(4), pages 609-681.
    20. Gonzalo Hernández, 2011. "Terms of Trade and Output Fluctuations in Colombia," UMASS Amherst Economics Working Papers 2011-04, University of Massachusetts Amherst, Department of Economics.

    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:taf:applec:v:46:y:2014:i:19:p:2205-2214. 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: Chris Longhurst (email available below). General contact details of provider: http://www.tandfonline.com/RAEC20 .

    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.