IDEAS home Printed from https://ideas.repec.org/p/aep/anales/4640.html
   My bibliography  Save this paper

¿Cuánto es demasiada inflación? Una clasificación de regímenes inflacionarios

Author

Listed:
  • De Mier Manuel

Abstract

Las clasificaciones de regímenes inflacionarios propuestas en la literatura se han basado en su mayoría en caracterizaciones arbitrarias, sujetas a juicios de valor por parte de los investigadores. El objetivo de este estudio es proponer un nuevo enfoque metodológico que reduzca la subjetividad y mejore la precisión en la construcción de dichos regímenes. El método se construye a partir de una combinación de técnicas de clustering y árboles de clasificación, que permite obtener una periodización histórica de la historia inflacionaria argentina para el período 1943-2022. Adicionalmente, se introducen dos procedimientos para suavizar la clasificación en el tiempo: una medida de contigüidad temporal de las observaciones y un método de agregación móvil basado en la regla de mayoría simple. Los regímenes obtenidos son contrastados con la literatura existente para la relación inflación-precios relativos, encontrando un mejor desempeño de los regímenes propuestos.

Suggested Citation

  • De Mier Manuel, 2023. "¿Cuánto es demasiada inflación? Una clasificación de regímenes inflacionarios," Asociación Argentina de Economía Política: Working Papers 4640, Asociación Argentina de Economía Política.
  • Handle: RePEc:aep:anales:4640
    as

    Download full text from publisher

    File URL: https://aaep.org.ar/works/works2023/4640.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Javier García-Cicco & Lorena Garegnani & Maximiliano Gómez Aguirre & Ariel David Krysa & Luis Libonatti, 2023. "Empirical Regularities of Inflation in Latin America," Ensayos Económicos, Central Bank of Argentina, Economic Research Department, vol. 1(81), pages 5-54, May.
    2. Alberto Cavallo & Roberto Rigobon, 2016. "The Billion Prices Project: Using Online Prices for Measurement and Research," Journal of Economic Perspectives, American Economic Association, vol. 30(2), pages 151-178, Spring.
    3. Frisch,Helmut, 1984. "Theories of Inflation," Cambridge Books, Cambridge University Press, number 9780521295123.
    4. Giovanni De Luca & Paola Zuccolotto, 2011. "A tail dependence-based dissimilarity measure for financial time series clustering," Advances in Data Analysis and Classification, Springer;German Classification Society - Gesellschaft für Klassifikation (GfKl);Japanese Classification Society (JCS);Classification and Data Analysis Group of the Italian Statistical Society (CLADAG);International Federation of Classification Societies (IFCS), vol. 5(4), pages 323-340, December.
    5. Bruno, Michael & Easterly, William, 1998. "Inflation crises and long-run growth," Journal of Monetary Economics, Elsevier, vol. 41(1), pages 3-26, February.
    6. Miguel A. Kiguel & Nissan Liviatan, 1995. "Stopping Three Big Inflations: Argentina, Brazil, and Peru," NBER Chapters, in: Reform, Recovery, and Growth: Latin America and the Middle East, pages 369-414, National Bureau of Economic Research, Inc.
    7. Robert Tibshirani & Guenther Walther & Trevor Hastie, 2001. "Estimating the number of clusters in a data set via the gap statistic," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 63(2), pages 411-423.
    8. Taylor, John B., 1981. "On the relation between the variability of inflation and the average inflation rate," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 15(1), pages 57-85, January.
    9. Miranda-Zanetti, Maximilano & Delbianco, Fernando & Tohmé, Fernando, 2019. "Tampering with inflation data: A Benford law-based analysis of national statistics in Argentina," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 525(C), pages 761-770.
    10. Alexander Bick & Dieter Nautz, 2008. "Inflation Thresholds and Relative Price Variability: Evidence from U.S. Cities," International Journal of Central Banking, International Journal of Central Banking, vol. 4(3), pages 61-76, September.
    11. Juan Gabriel Brida & Silvia London & Lionello Punzo & Wiston Adrian Risso, 2011. "An Alternative View of the Convergence Issue of Growth Empirics," Growth and Change, Wiley Blackwell, vol. 42(3), pages 320-350, September.
    12. Silvina Elías & Claudia Legnini & Miguel Lliteras, 1996. "Dispersión de precios relativos: la inflación, importa? El caso argentino," Estudios Economicos, Universidad Nacional del Sur, Departamento de Economia, vol. 12(27-28), pages 1-16, january-d.
    13. Pablo Aníbal Quintana, 2021. "Métodos de clustering espacialmente restringidos: Un análisis al agrupamiento por nivel de estudio en la provincia de Mendoza," Asociación Argentina de Economía Política: Working Papers 4510, Asociación Argentina de Economía Política.
    14. Heymann, Daniel & Leijonhufvud, Axel, 1995. "High Inflation: The Arne Ryde Memorial Lectures," OUP Catalogue, Oxford University Press, number 9780198288442.
    15. Fernando Tohmé & Carlos Dabús & Silvia London, 2005. "Processes of Evolutionary Self-Organization in High Inflation Experiences," Lecture Notes in Economics and Mathematical Systems, in: Jacek Leskow & Lionello F. Punzo & Martín Puchet Anyul (ed.), New Tools of Economic Dynamics, chapter 21, pages 357-371, Springer.
    16. Rudiger Dornbusch & Ferico Sturzenegger & Holger Wolf, 1990. "Extreme Inflation: Dynamics and Stabilization," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 21(2), pages 1-84.
    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. Manuel de Mier & Fernando Delbianco, 2023. "Cu\'anto es demasiada inflaci\'on? Una clasificaci\'on de reg\'imenes inflacionarios," Papers 2401.02428, arXiv.org.
    2. Rapetti, Martin & Palazzo, Gabriel & Waldman, Joaquin, 2023. "Planes de estabilización: Evidencia de América Latina [Stabilization plans: Evidence from Latin America]," MPRA Paper 118910, University Library of Munich, Germany.
    3. Sulo Haderi & Harry Papapanagos & Peter Sanfey & Mirela Talka, 1999. "Inflation and Stabilisation in Albania," Post-Communist Economies, Taylor & Francis Journals, vol. 11(1), pages 127-141.
    4. Emilio Ocampo, 2021. "A Brief History of Hyperinflation in Argentina," CEMA Working Papers: Serie Documentos de Trabajo. 787, Universidad del CEMA.
    5. Akhand Akhtar Hossain, 2009. "Central Banking and Monetary Policy in the Asia-Pacific," Books, Edward Elgar Publishing, number 12777.
    6. Matovnikov Mikhail, 2003. "The ups and downs of banking system in transition," EERC Working Paper Series 99-244e, EERC Research Network, Russia and CIS.
    7. Bae, Sang-Kun & Ratti, Ronald A., 2000. "Long-run neutrality, high inflation, and bank insolvencies in Argentina and Brazil," Journal of Monetary Economics, Elsevier, vol. 46(3), pages 581-604, December.
    8. Stanley Fischer & Ratna Sahay & Carlos A. Végh, 2002. "Modern Hyper- and High Inflations," Journal of Economic Literature, American Economic Association, vol. 40(3), pages 837-880, September.
    9. Ma Caraballo & Tilemahos Efthimiadis, 2012. "Is 2 % the optimal inflation rate for the Euro Area?," International Economics and Economic Policy, Springer, vol. 9(3), pages 235-243, September.
    10. Perekunah B. Eregha & Arcade Ndoricimpa, 2022. "Inflation, output growth and their uncertainties: some multivariate GARCH-M evidence for Nigeria," Journal of Social and Economic Development, Springer;Institute for Social and Economic Change, vol. 24(1), pages 197-210, June.
    11. NASSER ARY TANIMOUNE & Gervasio Semedo, 2013. "Inflation Et Objectif De Monnaie Unique Dans Les Pays De La Cedeao :Convergence Nominale Versus Variabilite Relative Des Prix: Inflation And Common Currency Goal In Ecowas :Nominal Convergence Versus ," Brussels Economic Review, ULB -- Universite Libre de Bruxelles, vol. 56(3-4), pages 261-289.
    12. Stephanie Kremer & Alexander Bick & Dieter Nautz, 2013. "Inflation and growth: new evidence from a dynamic panel threshold analysis," Empirical Economics, Springer, vol. 44(2), pages 861-878, April.
    13. Mr. Dhaneshwar Ghura & Mr. Michael T. Hadjimichael, 1995. "Growth in Sub-Saharan Africa," IMF Working Papers 1995/136, International Monetary Fund.
    14. Juan Brida & Nicolás Garrido & Francesco Mureddu, 2014. "Italian economic dualism and convergence clubs at regional level," Quality & Quantity: International Journal of Methodology, Springer, vol. 48(1), pages 439-456, January.
    15. Calvo, Guillermo A. & Vegh, Carlos A., 1999. "Inflation stabilization and bop crises in developing countries," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 24, pages 1531-1614, Elsevier.
    16. Guy Debelle & Miguel A Savastano & Paul R Masson & Sunil Sharma, 1998. "Inflation Targeting as a Framework for Monetary Policy," IMF Economic Issues 15, International Monetary Fund.
    17. Kremer, Stephanie & Bick, Alexander & Nautz, Dieter, 2009. "Inflation and growth: New evidence from a dynamic panel threshold analysis," SFB 649 Discussion Papers 2009-036, Humboldt University Berlin, Collaborative Research Center 649: Economic Risk.
    18. Tenreyro, Silvana & Drechsel, Thomas & McLeay, Michael, 2019. "Monetary policy for commodity booms and busts," CEPR Discussion Papers 14030, C.E.P.R. Discussion Papers.
    19. Gylfason, Thorvaldur & Herbertsson, Tryggvi Thor, 2001. "Does inflation matter for growth?," Japan and the World Economy, Elsevier, vol. 13(4), pages 405-428, December.
    20. Paul R. Masson & Miguel A. Savastano & Sunil Sharma, 2019. "The Scope for Inflation Targeting in Developing Countries," World Scientific Book Chapters, in: Macroeconomic Modelling and Monetary and Exchange Rate Regimes, chapter 10, pages 331-383, World Scientific Publishing Co. Pte. Ltd..

    More about this item

    JEL classification:

    • C38 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Classification Methdos; Cluster Analysis; Principal Components; Factor Analysis
    • 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:aep:anales:4640. 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: Juan Manuel Quintero (email available below). General contact details of provider: https://edirc.repec.org/data/aaeppea.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.