IDEAS home Printed from https://ideas.repec.org/a/jes/wpaper/y2016v8i1p171-181.html
   My bibliography  Save this article

The Identification Of Inflation Rate Determinants In The Usa Using The Stochastic Search Variable Selection

Author

Listed:
  • Mihaela SIMIONESCU

    (Senior Researcher, Institute for Economic Forecasting, Romanian Academy, Bucharest, Romania)

Abstract

Inflation rate determinants for the USA have been analyzed in this study starting with 2008, when the American economy was already in crisis. This research brings, as a novelty, the use of Bayesian Econometrics methods to identify the monthly inflation rate in the USA. The Stochastic Search Variable Selection (SSVS) has been applied for a subjective probability acceptance of 0.3. The results are validated also by economic theory. The monthly inflation rate was influenced during 2008-2015 by: the unemployment rate, the exchange rate, crude oil prices, the trade weighted U.S. Dollar Index and the M2 Money Stock. The study might be continued by considering other potential determinants of the inflation rate.

Suggested Citation

  • Mihaela SIMIONESCU, 2016. "The Identification Of Inflation Rate Determinants In The Usa Using The Stochastic Search Variable Selection," CES Working Papers, Centre for European Studies, Alexandru Ioan Cuza University, vol. 8(1), pages 171-181, March.
    • Handle: RePEc:jes:wpaper:y:2016:v:8:i:1:p:171-181
    as

    Download full text from publisher

    File URL: http://www.ceswp.uaic.ro/articles/CESWP2016_VIII1_SIM.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Christian Conrad & Menelaos Karanasos, 2015. "Modelling the Link Between US Inflation and Output: The Importance of the Uncertainty Channel," Scottish Journal of Political Economy, Scottish Economic Society, vol. 62(5), pages 431-453, November.
    2. Charfeddine Lanouar & Guégan Dominique, 2011. "Which is the Best Model for the US Inflation Rate: A Structural Change Model or a Long Memory Process?," The IUP Journal of Applied Economics, IUP Publications, vol. 0(1), pages 5-25, January.
    3. John H. Cochrane, 1999. "A Frictionless View of US Inflation," NBER Chapters, in: NBER Macroeconomics Annual 1998, volume 13, pages 323-421, National Bureau of Economic Research, Inc.
    4. Matteo Ciccarelli & Benoît Mojon, 2010. "Global Inflation," The Review of Economics and Statistics, MIT Press, vol. 92(3), pages 524-535, August.
    5. Aksoy, Yunus & Orphanides, Athanasios & Small, David & Wieland, Volker & Wilcox, David, 2006. "A quantitative exploration of the opportunistic approach to disinflation," Journal of Monetary Economics, Elsevier, vol. 53(8), pages 1877-1893, November.
    6. Robert J. Gordon, 2000. "The Boskin Commission Report and its Aftermath," NBER Working Papers 7759, National Bureau of Economic Research, Inc.
    7. Tommaso Monacelli & Luca Sala, 2009. "The International Dimension of Inflation: Evidence from Disaggregated Consumer Price Data," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 41(s1), pages 101-120, February.
    8. Claudio E. V. Borio & Andrew Filardo, 2007. "Globalisation and inflation: New cross-country evidence on the global determinants of domestic inflation," BIS Working Papers 227, Bank for International Settlements.
    9. Mumtaz, Haroon & Surico, Paolo, 2008. "Evolving International Inflation Dynamics: Evidence from a Time-varying Dynamic Factor Model," CEPR Discussion Papers 6767, C.E.P.R. Discussion Papers.
    10. Diego Moccero & Shingo Watanabe & Boris Cournède, 2011. "What Drives Inflation in the Major OECD Economies?," OECD Economics Department Working Papers 854, OECD Publishing.
    Full references (including those not matched with items on IDEAS)

    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. Özer Karagedikli & Haroon Mumtaz & Misa Tanaka, 2010. "All together now: Do international factors explain relative price co-movements?," Reserve Bank of New Zealand Discussion Paper Series DP2010/02, Reserve Bank of New Zealand.
    2. Auer, Raphael A. & Mehrotra, Aaron, 2014. "Trade linkages and the globalisation of inflation in Asia and the Pacific," Journal of International Money and Finance, Elsevier, vol. 49(PA), pages 129-151.
    3. Mandalinci, Zeyyad, 2017. "Forecasting inflation in emerging markets: An evaluation of alternative models," International Journal of Forecasting, Elsevier, vol. 33(4), pages 1082-1104.
    4. repec:prg:jnlpep:v:preprint:id:640:p:1-18 is not listed on IDEAS
    5. Raphael A Auer & Philip Sauré, 2013. "The globalisation of inflation: a view from the cross section," BIS Papers chapters, in: Bank for International Settlements (ed.), Globalisation and inflation dynamics in Asia and the Pacific, volume 70, pages 113-118, Bank for International Settlements.
    6. Qin, Duo & He, Xinhua, 2013. "Globalisation effect on inflation in the Great Moderation era: New evidence from G10 countries," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 7, pages 1-32.
    7. Byrne, Joseph P. & Kaneez, Fatima & Kontonikas, Alexandros, 2010. "IInflation and Globalisation: A Dynamic Factor Model with Stochastic Volatility," SIRE Discussion Papers 2010-05, Scottish Institute for Research in Economics (SIRE).
    8. Sandra Eickmeier & Katharina Pijnenburg, 2013. "The Global Dimension of Inflation – Evidence from Factor-Augmented Phillips Curves," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 75(1), pages 103-122, February.
    9. Hilde C. Bj⊘rnland & Leif Anders Thorsrud & Sepideh Khayati Zahiri, 2020. "Do Central Banks Respond Timely to Developments in the Global Economy?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 82(2), pages 285-310, April.
    10. Raphael Auer & Aaron Mehrotra, 2014. "Real globalisation and price spillovers in Asia and the Pacific," BIS Papers chapters, in: Bank for International Settlements (ed.), Globalisation, inflation and monetary policy in Asia and the Pacific, volume 77, pages 81-89, Bank for International Settlements.
    11. Kabukçuoğlu, Ayşe & Martínez-García, Enrique, 2018. "Inflation as a global phenomenon—Some implications for inflation modeling and forecasting," Journal of Economic Dynamics and Control, Elsevier, vol. 87(C), pages 46-73.
    12. Robert Anderton & Paul Hiebert, 2009. "The Impact of Globalisation on the Euro Area Macroeconomy," Discussion Papers 09/14, University of Nottingham, GEP.
    13. Erdenebat Bataa & Denise R. Osborn & Marianne Sensier & Dick van Dijk, 2009. "Structural Breaks in the International Transmission of Inflation," Centre for Growth and Business Cycle Research Discussion Paper Series 119, Economics, The University of Manchester.
    14. Chatterjee, Arpita, 2016. "Globalization and monetary policy comovement: International evidence," Journal of International Money and Finance, Elsevier, vol. 68(C), pages 181-202.
    15. Knut Are Aastveit & Hilde C. Bjørnland & Leif Anders Thorsrud, 2016. "The World Is Not Enough! Small Open Economies and Regional Dependence," Scandinavian Journal of Economics, Wiley Blackwell, vol. 118(1), pages 168-195, January.
    16. Robert Anderton & Alessandro Galesi & Marco Lombardi & Filippo di Mauro, 2010. "Key Elements of Global Inflation," RBA Annual Conference Volume (Discontinued), in: Renée Fry & Callum Jones & Christopher Kent (ed.),Inflation in an Era of Relative Price Shocks, Reserve Bank of Australia.
    17. Hugo Gerard, 2012. "Co-movement in Inflation," RBA Research Discussion Papers rdp2012-01, Reserve Bank of Australia.
    18. Oguz Atuk & Cem Aysoy & Mustafa Utku Ozmen & Cagri Sarikaya, 2014. "Turkiye�de Enflasyonun Is Cevrimlerine Duyarliligi : Cikti Acigina Duyarli TUFE Alt Gruplarinin Saptanmasi," Working Papers 1437, Research and Monetary Policy Department, Central Bank of the Republic of Turkey.
    19. Craig S. Hakkio, 2009. "Global inflation dynamics," Research Working Paper RWP 09-01, Federal Reserve Bank of Kansas City.
    20. Haroon Mumtaz & Saverio Simonelli & Paolo Surico, 2011. "International Comovements, Business Cycle and Inflation: a Historical Perspective," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 14(1), pages 176-198, January.
    21. Szafranek, Karol, 2017. "Flattening of the New Keynesian Phillips curve: Evidence for an emerging, small open economy," Economic Modelling, Elsevier, vol. 63(C), pages 334-348.

    More about this item

    Keywords

    inflation rate; stochastic search; crisis; prices;
    All these keywords.

    JEL classification:

    • C52 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Evaluation, Validation, and Selection
    • E31 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Price Level; Inflation; Deflation

    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:jes:wpaper:y:2016:v:8:i:1:p:171-181. 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: Alupului Ciprian (email available below). General contact details of provider: https://edirc.repec.org/data/csjesro.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.