IDEAS home Printed from https://ideas.repec.org/p/col/000108/002920.html
   My bibliography  Save this paper

Introducción al filtro Kalman

Author

Listed:
  • Alvaro Montenegro

    ()

Abstract

El filtro Kalman es un método de estimación cuyos parámetros se corrigen en cada iteración dependiendo del error de predicción que se haya cometido en la iteración anterior. Es un estimador lineal y óptimo desde el punto de vista de mínimos cuadrados, que ha ganado aceptación en el análisis de series de tiempo. En este documento se explican los conceptos sobre los cuales se basa el filtro Kalman, se derivan sus ecuaciones y se ilustra su operación con ejemplos numéricos.

Suggested Citation

  • Alvaro Montenegro, 2005. "Introducción al filtro Kalman," Documentos de Economía 002920, Universidad Javeriana - Bogotá.
  • Handle: RePEc:col:000108:002920
    as

    Download full text from publisher

    File URL: http://www.javeriana.edu.co/fcea/area_economia/inv/documents/Introduccionalfiltrokalman.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Engel, Charles & Kim, Chang-Jin, 1999. "The Long-Run U.S./U.K. Real Exchange Rate," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 31(3), pages 335-356, August.
    2. George A. Akerlof & William T. Dickens & George L. Perry, 2000. "Near-Rational Wage and Price Setting and the Long-Run Phillips Curve," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 31(1), pages 1-60.
    3. Jennifer V Greenslade & Richard G Pierse & Jumana Saleheen, 2003. "A Kalman filter approach to estimating the UK NAIRU," Bank of England working papers 179, Bank of England.
    4. Fama, Eugene F. & Gibbons, Michael R., 1982. "Inflation, real returns and capital investment," Journal of Monetary Economics, Elsevier, vol. 9(3), pages 297-323.
    5. Garratt, Anthony & Hall, Stephen G, 1996. "Measuring Underlying Economic Activity," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(2), pages 135-151, March-Apr.
    6. Tanizaki, Hisashi, 1993. "Kalman Filter Model with Qualitative Dependent Variables," The Review of Economics and Statistics, MIT Press, vol. 75(4), pages 747-752, November.
    7. LeRoy, Stephen F & Waud, Roger N, 1977. "Applications of the Kalman Filter in Short-Run Monetary Control," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 18(1), pages 195-207, February.
    8. Crafts, N F R & Leybourne, S J & Mills, Terence C, 1989. "The Climacteric in Late Victorian Britain and France: A Reappraisal of the Evidence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 4(2), pages 103-117, April-Jun.
    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. Andrés Mauricio Gómez Sánchez & José Gabriel Astaiza Gómez, 2015. "Ex-post Equity Risk Premiums and Economic Cycles in Colombia: An Empirical Research Using Kalman and Hodrick-Prescott Filters," Revista Finanzas y Politica Economica, Universidad Católica de Colombia, vol. 7(1), pages 109-129, January.
    2. Andrés Felipe Giraldo Palomino, 2008. "Aversión a la inflación y regla de Taylor en Colombia 1994-2005," Revista Cuadernos de Economía, Universidad Nacional de Colombia -FCE - CID, December.
    3. Alejandro Gaviria Jaramillo & Santiago Téllez Alzate, 2010. "Expectativas de inflación en Colombia," Vniversitas Económica 008299, Universidad Javeriana - Bogotá.
    4. Andres Mauricio Gómez Sánchez & Juliana Isabel Sarmiento Castillo & Claudia Liceth Fajardo Hoyos, 2016. "Indicador global adelantado de corto y largo plazo para la economía del Cauca 1960-2014," Revista Apuntes del Cenes, Universidad Pedagógica y Tecnológica de Colombia, vol. 35(62), pages 209-244, July.

    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. Wolfgang Franz, 2005. "Will the (German) NAIRU Please Stand Up?," German Economic Review, Verein für Socialpolitik, vol. 6(2), pages 131-153, May.
    2. Jaromír Hurník & David Navrátil, 2005. "Potential Output in the Czech Republic: A Production Function Approach," Prague Economic Papers, Prague University of Economics and Business, vol. 2005(3), pages 253-266.
    3. repec:spo:wpecon:info:hdl:2441/6120 is not listed on IDEAS
    4. Li, Yuming, 1998. "Expected stock returns, risk premiums and volatilities of economic factors1," Journal of Empirical Finance, Elsevier, vol. 5(2), pages 69-97, June.
    5. Jan Gottschalk & Ulrich Fritsche, 2005. "The New Keynesian Model and the Long-Run Vertical Phillips Curve: Does It Hold for Germany?," Discussion Papers of DIW Berlin 521, DIW Berlin, German Institute for Economic Research.
    6. Faruk, Balli, 2006. "New Patterns in International Portfolio Allocation and Income Smoothing," MPRA Paper 10121, University Library of Munich, Germany, revised 14 Aug 2008.
    7. Mark E Schweitzer, 2007. "Wage flexibility in Britain: some micro and macro evidence," Bank of England working papers 331, Bank of England.
    8. Utku ALTUNÖZ, 2018. "Investigating the Presence of Fisher Effect for the China Economy," Sosyoekonomi Journal, Sosyoekonomi Society, issue 26(35).
    9. Marika Karanassou & Hector Sala, 2012. "Productivity Growth And The Phillips Curve: A Reassessment Of The Us Experience," Bulletin of Economic Research, Wiley Blackwell, vol. 64(3), pages 344-366, July.
    10. Lior Cohen & Marta Gómez-Puig & Simón Sosvilla-Rivero, 2019. "Has the ECB’s monetary policy prompted companies to invest, or pay dividends?," Applied Economics, Taylor & Francis Journals, vol. 51(45), pages 4920-4938, September.
    11. Francis Ahking, 2003. "Efficient unit root tests of real exchange rates in the post-Bretton Woods era," Economics Bulletin, AccessEcon, vol. 6(7), pages 1-12.
    12. Svensson, Lars E. O., 1999. "Price Stability as a Target for Monetary Policy: Defining and Maintaining Price Stability," Working Paper Series 91, Sveriges Riksbank (Central Bank of Sweden).
    13. Feldmann, Horst, 2012. "Banking deregulation around the world, 1970s to 2000s: The impact on unemployment," International Review of Economics & Finance, Elsevier, vol. 24(C), pages 26-42.
    14. Eden, Maya & Nguyen, Ha, 2014. "Inflation and indivisible investment in developing economies," Policy Research Working Paper Series 6972, The World Bank.
    15. Berger, Tino & Kempa, Bernd, 2012. "Taylor rules and the Canadian–US equilibrium exchange rate," Journal of International Money and Finance, Elsevier, vol. 31(5), pages 1060-1075.
    16. Karanassou, Marika & Sala, Hector & Snower, Dennis J., 2005. "A reappraisal of the inflation-unemployment tradeoff," European Journal of Political Economy, Elsevier, vol. 21(1), pages 1-32, March.
    17. Frank Iyekoretin Ogbeide & Hilary Kanwanye & Sunday Kadiri, 2016. "Revisiting the Determinants of Unemployment in Nigeria: Do Resource Dependence and Financial Development Matter?," African Development Review, African Development Bank, vol. 28(4), pages 430-443, December.
    18. Litterman, Robert B & Weiss, Laurence M, 1985. "Money, Real Interest Rates, and Output: A Reinterpretation of Postwar U.S. Data," Econometrica, Econometric Society, vol. 53(1), pages 129-156, January.
    19. Alejandro Rodríguez Arana, 2014. "The relationship between the variance of inflation and the variance of output under different types of monetary policy," Working Papers 0814, Universidad Iberoamericana, Department of Economics.
    20. Liam Graham & Dennis J. Snower, 2008. "Hyperbolic Discounting and the Phillips Curve," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 40(2-3), pages 427-448, March.
    21. Kleopatra Nikolaou, 2007. "The behaviour of the real exchange rate: Evidence from regression quantiles," Money Macro and Finance (MMF) Research Group Conference 2006 46, Money Macro and Finance Research Group.

    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:col:000108:002920. See general information about how to correct material in RePEc.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Mayerly Galindo Rodriguez). General contact details of provider: .

    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 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.

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service hosted by the Research Division of the Federal Reserve Bank of St. Louis . RePEc uses bibliographic data supplied by the respective publishers.