IDEAS home Printed from https://ideas.repec.org/p/rie/riecdt/21.html
   My bibliography  Save this paper

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: http://repositorio.banrep.gov.co/bitstream/handle/20.500.12134/9752/be_1093.pdf?sequence=1
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. 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.
    4. 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).
    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. 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.
    7. 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.
    8. 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.
    9. 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.
    10. Kiliç, Rehim, 2016. "Regime-dependent exchange-rate pass-through to import prices," International Review of Economics & Finance, Elsevier, vol. 41(C), pages 295-308.
    11. 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.
    12. 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.
    13. Gill Hammond, 2012. "State of the art of inflation targeting," Handbooks, Centre for Central Banking Studies, Bank of England, edition 4, number 29, April.
    14. 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.
    15. Peter Rowland, 2003. "Exchange Rate Pass-Throught to Domestic Prices: The Case of Colombia," Borradores de Economia 254, Banco de la Republica de Colombia.
    16. Pesaran, H. Hashem & Shin, Yongcheol, 1998. "Generalized impulse response analysis in linear multivariate models," Economics Letters, Elsevier, vol. 58(1), pages 17-29, January.
    17. 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.
    18. 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.
    19. 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.
    20. 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.
    21. 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 Republica de Colombia, vol. 25(54), pages 90-121, June.
    22. 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.
    23. 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.
    24. 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.
    25. 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.
    26. 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.
    27. Malin Adolfson, 1997. "Exchange rate pass-through to Swedish import prices," Finnish Economic Papers, Finnish Economic Association, vol. 10(2), pages 81-98, Autumn.
    28. Millard, Stephen & O'Grady, Tom, 2012. "What do sticky and flexible prices tell us?," Bank of England working papers 457, Bank of England.
    29. Takhtamanova, Yelena F., 2010. "Understanding changes in exchange rate pass-through," Journal of Macroeconomics, Elsevier, vol. 32(4), pages 1118-1130, December.
    30. Peter Rowland, 2003. "Exchange Rate Pass-Through To Domestic Prices: The Case Of Colombia," Borradores de Economia 2683, Banco de la Republica.
    31. Shephard, Neil (ed.), 2005. "Stochastic Volatility: Selected Readings," OUP Catalogue, Oxford University Press, number 9780199257201.
    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. 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).

    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. Hernán Rincón-Castro & Norberto Rodríguez-Niño, 2016. "Nonlinear Pass-Through of Exchange Rate Shocks on Inflation: A Bayesian Smooth Transition VAR Approach," Borradores de Economia 930, Banco de la Republica de Colombia.
    2. Hernán Rincón-Castro & Norberto Rodríguez-Niño, 2018. "Nonlinear state and shock dependence of exchange rate pass through on prices," BIS Working Papers 690, Bank for International Settlements.
    3. Javed Ahmad Bhat & Sajad Ahmad Bhat & Waseem Ahmad Parray, 2025. "Nonlinearity in exchange rate pass-through across BRICS: Role of business cycle and inflation," International Economics and Economic Policy, Springer, vol. 22(1), pages 1-32, February.
    4. Anderl, Christina & Caporale, Guglielmo Maria, 2023. "Nonlinearities in the exchange rate pass-through: The role of inflation expectations," International Economics, Elsevier, vol. 173(C), pages 86-101.
    5. Nguyen Van Phuc & Vo Hong Duc, 2021. "Macroeconomics Determinants of Exchange Rate Pass-Through: New Evidence from the Asia-Pacific Region," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 57(1), pages 5-20, January.
    6. Ganapati Mendali & Sanjukta Das, 2017. "Exchange Rate Pass-through to Domestic Prices," Foreign Trade Review, , vol. 52(3), pages 135-156, August.
    7. Ozkan, Ibrahim & Erden, Lutfi, 2015. "Time-varying nature and macroeconomic determinants of exchange rate pass-through," International Review of Economics & Finance, Elsevier, vol. 38(C), pages 56-66.
    8. Chou, K.W., 2019. "Re-examining the time-varying nature and determinants of exchange rate pass-through into import prices," The North American Journal of Economics and Finance, Elsevier, vol. 49(C), pages 331-351.
    9. Julio-Román, Juan Manuel & Gamboa-Estrada, Fredy Alejandro, 2019. "The Exchange Rate and Oil Prices in Colombia: A High Frequency Analysis," Working papers 22, Red Investigadores de Economía.
    10. Rodriguez, Gabriel & Castillo B., Paul & Calero, Roberto & Salcedo Cisneros, Rodrigo & Ataurima Arellano, Miguel, 2024. "Evolution of the exchange rate pass-through into prices in Peru: An empirical application using TVP-VAR-SV models," Journal of International Money and Finance, Elsevier, vol. 142(C).
    11. Juan Manuel Julio & Javier Guillermo Gómez & Manuel Dario Hernández, 2017. "La Inflación de los Precios Rígidos en Colombia," Borradores de Economia 1007, Banco de la Republica de Colombia.
    12. Hernán Rincón-Castro & Pedro Rubiano-López & Lisseth Yaya-Garzón & Héctor M. Zárate-Solano, 2021. "Traspaso de la tasa de cambio a la inflación básica en Colombia: un análisis de parámetros cambiantes en el tiempo," Borradores de Economia 1177, Banco de la Republica de Colombia.
    13. Balcilar, Mehmet & Roubaud, David & Usman, Ojonugwa & Wohar, Mark E., 2021. "Moving out of the linear rut: A period-specific and regime-dependent exchange rate and oil price pass-through in the BRICS countries," Energy Economics, Elsevier, vol. 98(C).
    14. Nidhaleddine Ben Cheikh & Christophe Rault, 2016. "Recent estimates of exchange rate pass-through to import prices in the euro area," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 152(1), pages 69-105, February.
    15. Baharumshah, Ahmad Zubaidi & Soon, Siew-Voon & Wohar, Mark E., 2017. "Markov-switching analysis of exchange rate pass-through: Perspective from Asian countries," International Review of Economics & Finance, Elsevier, vol. 51(C), pages 245-257.
    16. Naz, Farah & Mohsin, Asma & Zaman, Khalid, 2012. "Exchange rate pass-through in to inflation: New insights in to the cointegration relationship from Pakistan," Economic Modelling, Elsevier, vol. 29(6), pages 2205-2221.
    17. Musti, Babagana Mala & Siddiki, Jalal Uddin, 2018. "Nonlinear and Asymmetric Exchange Rate Pass-Through to Consumer Prices In Nigeria: Evidence from a Smooth Transition Autoregressive Model," Economics Discussion Papers 2018-3, School of Economics, Kingston University London.
    18. Nidhaleddine Ben Cheikh & Christophe Rault, 2016. "The Pass‐through of Exchange Rate in the Context of the European Sovereign Debt Crisis," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 21(2), pages 154-166, April.
    19. Zakaria Moussa, 2016. "How big is the comeback? Japanese exchange rate pass-through assessed by time-varying FAVAR," Post-Print hal-03714934, HAL.
    20. Boris Blagov, 2019. "Exchange rate uncertainty and import prices in the euro area," Review of International Economics, Wiley Blackwell, vol. 27(5), pages 1537-1572, November.

    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

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:rie:riecdt:21. 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: CAIE (email available below). General contact details of provider: https://edirc.repec.org/data/redcoea.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.