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Estimating the Exchange Rate Pass-Through: A Time-Varying Vector Auto-Regression with Residual Stochastic Volatility Approach

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  • Julio-Román, Juan Manuel

Abstract

The adoption of a Time-Varying Vector Auto-Regression with residual Stochastic Volatility approach to address the state and time dependency of the exchange rate pass-through, ERPT, is proposed. This procedure is employed to estimate the size, duration and stability of the ERPT to flexible relative price changes in Colombia through a fairly simple Phillips curve. For this, the generalized impulse responses, i.e. pass-throughs, from different periods of time are compared. It was found that the ERPT is bigger and faster than previous estimates for broader price indexes. It was also also found that regardless of the existence of time-varying shock sizes, i.e. time varying standard deviations, the ERPT before full Inflation Targeting, IT, is marked and significantly larger before than during full IT, and also that the ERPT relates to real exchange rate volatility. The second results relates to the benefits derived from the adoption of full IT in this country. It was finally found that the output gap and flexible relative price change residual volatilities drop permanently and importantly at 1998Q3, emphasizing the role of the free float regime adoption in the success of IT in this country.

Suggested Citation

  • Julio-Román, Juan Manuel, 2019. "Estimating the Exchange Rate Pass-Through: A Time-Varying Vector Auto-Regression with Residual Stochastic Volatility Approach," Working papers 21, Red Investigadores de Economía.
    • Handle: RePEc:rie:riecdt:21
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    1. Kastner, Gregor & Frühwirth-Schnatter, Sylvia, 2014. "Ancillarity-sufficiency interweaving strategy (ASIS) for boosting MCMC estimation of stochastic volatility models," Computational Statistics & Data Analysis, Elsevier, vol. 76(C), pages 408-423.
    2. Alexandra Heath & Ivan Roberts & Tim Bulman, 2004. "Inflation in Australia: Measurement and Modelling," RBA Annual Conference Volume (Discontinued), in: Christopher Kent & Simon Guttmann (ed.),The Future of Inflation Targeting, Reserve Bank of Australia.
    3. Julio-Román, Juan Manuel, 2011. "Heterogeneidad observada y no observada en la formación de los precios del IPC colombiano," Chapters, in: López Enciso, Enrique & Ramírez Giraldo, María Teresa (ed.), Formación de precios y salarios en Colombia T.1, volume 1, chapter 7, pages 217-247, Banco de la Republica de Colombia.
    4. Choudhri, Ehsan U. & Hakura, Dalia S., 2006. "Exchange rate pass-through to domestic prices: Does the inflationary environment matter?," Journal of International Money and Finance, Elsevier, vol. 25(4), pages 614-639, June.
    5. Gita Gopinath & Oleg Itskhoki, 2010. "Frequency of Price Adjustment and Pass-Through," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(2), pages 675-727.
    6. Juan Manuel Julio, 1995. "Choques grandes / Choques pequenos: Evidencia del Log (IPC) e inflación colombianos," Revista ESPE - Ensayos Sobre Política Económica, Banco de la República, vol. 14(28), pages 59-93, December.
    7. Taylor, John B., 2000. "Low inflation, pass-through, and the pricing power of firms," European Economic Review, Elsevier, vol. 44(7), pages 1389-1408, June.
    8. Hernán Rincón & Édgar Caicedo & Norberto Rodríguez, 2007. "Exchange rate pass-through effects: A disaggregate analysis of Colombian imports of manufactured goods," Revista ESPE - Ensayos Sobre Política Económica, Banco de la República, vol. 25(54), pages 90-121, June.
    9. Ádám Reiff & Judit Várhegyi, 2013. "Sticky Price Inflation Index: An Alternative Core Inflation Measure," MNB Working Papers 2013/2, Magyar Nemzeti Bank (Central Bank of Hungary).
    10. Jonathan McCarthy, 2007. "Pass-Through of Exchange Rates and Import Prices to Domestic Inflation in Some Industrialized Economies," Eastern Economic Journal, Eastern Economic Association, vol. 33(4), pages 511-537, Fall.
    11. Juan Manuel Julio & Héctor Manuel Zárate & Manuel Hernández, 2010. "The Stickiness of Colombian Consumer Prices," Revista ESPE - Ensayos sobre Política Económica, Banco de la Republica de Colombia, vol. 28(63), pages 100-153, December.
    12. Sangjoon Kim & Neil Shephard & Siddhartha Chib, 1998. "Stochastic Volatility: Likelihood Inference and Comparison with ARCH Models," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 65(3), pages 361-393.
    13. Janine Aron & Ronald Macdonald & John Muellbauer, 2014. "Exchange Rate Pass-Through in Developing and Emerging Markets: A Survey of Conceptual, Methodological and Policy Issues, and Selected Empirical Findings," Journal of Development Studies, Taylor & Francis Journals, vol. 50(1), pages 101-143, January.
    14. Shintani, Mototsugu & Terada-Hagiwara, Akiko & Yabu, Tomoyoshi, 2013. "Exchange rate pass-through and inflation: A nonlinear time series analysis," Journal of International Money and Finance, Elsevier, vol. 32(C), pages 512-527.
    15. Javier Guillermo Gómez-Pineda & Juan Manuel Julio-Román, 2016. "Systemic Risk, Aggregate Demand, and Commodity Prices: An Application to Colombia," Monetaria, Centro de Estudios Monetarios Latinoamericanos, CEMLA, vol. 0(1), pages 1-40, January-j.
    16. Kiliç, Rehim, 2016. "Regime-dependent exchange-rate pass-through to import prices," International Review of Economics & Finance, Elsevier, vol. 41(C), pages 295-308.
    17. Matthieu Bussiere, 2013. "Exchange Rate Pass-through to Trade Prices: The Role of Nonlinearities and Asymmetries," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 75(5), pages 731-758, October.
    18. Michael F. Bryan & Brent Meyer, 2010. "Are some prices in the CPI more forward looking than others? We think so," Economic Commentary, Federal Reserve Bank of Cleveland, vol. 2010(02), pages 1-6, May.
    19. Gill Hammond, 2012. "State of the art of inflation targeting," Handbooks, Centre for Central Banking Studies, Bank of England, edition 4, number 29, April.
    20. Juan Manuel Julio, 1995. "Choques grandes / Choques pequenos: Evidencia del Log (IPC) e inflación colombianos," Revista ESPE - Ensayos Sobre Política Económica, Banco de la República, vol. 14(28), pages 59-93, December.
    21. Peter Rowland, 2003. "Exchange Rate Pass-Throught to Domestic Prices: The Case of Colombia," Borradores de Economia 254, Banco de la Republica de Colombia.
    22. Pesaran, H. Hashem & Shin, Yongcheol, 1998. "Generalized impulse response analysis in linear multivariate models," Economics Letters, Elsevier, vol. 58(1), pages 17-29, January.
    23. Valerie Herzberg & George Kapetanios & Simon Price, 2003. "Import prices and exchange rate pass-through: theory and evidence from the United Kingdom," Bank of England working papers 182, Bank of England.
    24. Junttila, Juha & Korhonen, Marko, 2012. "The role of inflation regime in the exchange rate pass-through to import prices," International Review of Economics & Finance, Elsevier, vol. 24(C), pages 88-96.
    25. Malin Adolfson, 1997. "Exchange rate pass-through to Swedish import prices," Finnish Economic Papers, Finnish Economic Association, vol. 10(2), pages 81-98, Autumn.
    26. Millard, Stephen & O'Grady, Tom, 2012. "What do sticky and flexible prices tell us?," Bank of England working papers 457, Bank of England.
    27. Juan Manuel Julio Román, 2010. "Heterogeneidad observada y no observada en la formación de los precios del IPC Colombiano," Borradores de Economia 6976, Banco de la Republica.
    28. Giorgio E. Primiceri, 2005. "Time Varying Structural Vector Autoregressions and Monetary Policy," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(3), pages 821-852.
    29. Marco Del Negro & Giorgio E. Primiceri, 2015. "Time Varying Structural Vector Autoregressions and Monetary Policy: A Corrigendum," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 82(4), pages 1342-1345.
    30. Takhtamanova, Yelena F., 2010. "Understanding changes in exchange rate pass-through," Journal of Macroeconomics, Elsevier, vol. 32(4), pages 1118-1130, December.
    31. Peter Rowland, 2003. "Exchange Rate Pass-Through To Domestic Prices: The Case Of Colombia," Borradores de Economia 2683, Banco de la Republica.
    32. Shephard, Neil (ed.), 2005. "Stochastic Volatility: Selected Readings," OUP Catalogue, Oxford University Press, number 9780199257201.
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    1. Lozano-Espitia, Ignacio & Arias-Rodríguez, Fernando, 2022. "The Relationship between Fiscal and Monetary Policies in Colombia: An Empirical Exploration of the Credit Channel," Latin American Journal of Central Banking (previously Monetaria), Elsevier, vol. 3(4).

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    More about this item

    Keywords

    Pass-Through; Price Stickiness; Phillips Curve;
    All these keywords.

    JEL classification:

    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • F31 - International Economics - - International Finance - - - Foreign Exchange
    • F41 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Open Economy Macroeconomics

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