IDEAS home Printed from https://ideas.repec.org/p/bof/bofrdp/2016_016.html
   My bibliography  Save this paper

The Aino 2.0 model

Author

Listed:
  • Kilponen, Juha
  • Orjasniemi, Seppo
  • Ripatti, Antti
  • Verona, Fabio

Abstract

This paper presents Aino 2.0 – the dynamic stochastic general equilibrium (DSGE) model currently used at the Bank of Finland for forecasting and policy analysis. The paper provides a detailed theoretical description of the model, its estimation and how it can be used to interpret the evolution of the Finnish economy between 1995 and 2014, including the rise and fall of the electronics industry, the global financial crisis, and the stagnant growth performance since the end of the financial crisis.

Suggested Citation

  • Kilponen, Juha & Orjasniemi, Seppo & Ripatti, Antti & Verona, Fabio, 2016. "The Aino 2.0 model," Research Discussion Papers 16/2016, Bank of Finland.
    • Handle: RePEc:bof:bofrdp:2016_016
    as

    Download full text from publisher

    File URL: https://helda.helsinki.fi/bof/bitstream/123456789/14144/8/BoF_DP_1616.pdf
    Download Restriction: no

    References listed on IDEAS

    as
    1. Justiniano, Alejandro & Primiceri, Giorgio E. & Tambalotti, Andrea, 2010. "Investment shocks and business cycles," Journal of Monetary Economics, Elsevier, vol. 57(2), pages 132-145, March.
    2. Christopher A. Pissarides, 2000. "Equilibrium Unemployment Theory, 2nd Edition," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262161877, August.
    3. Stephanie Schmitt‐Grohé & Martín Uribe, 2012. "What's News in Business Cycles," Econometrica, Econometric Society, vol. 80(6), pages 2733-2764, November.
    4. Yuriy Gorodnichenko & Enrique G. Mendoza & Linda L. Tesar, 2012. "The Finnish Great Depression: From Russia with Love," American Economic Review, American Economic Association, vol. 102(4), pages 1619-1644, June.
    5. Malin Adolfson & Stefan Laséen & Jesper Lindé & Mattias Villani, 2005. "The Role of Sticky Prices in an Open Economy DSGE Model: A Bayesian Investigation," Journal of the European Economic Association, MIT Press, vol. 3(2-3), pages 444-457, 04/05.
    6. Bernanke, Ben S. & Gertler, Mark & Gilchrist, Simon, 1999. "The financial accelerator in a quantitative business cycle framework," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 21, pages 1341-1393, Elsevier.
    7. Gambacorta, Leonardo & Signoretti, Federico M., 2014. "Should monetary policy lean against the wind?," Journal of Economic Dynamics and Control, Elsevier, vol. 43(C), pages 146-174.
    8. Willman, Alpo & Kortelainen, Mika & Mannisto, Hanna-Leena & Tujula, Mika, 2000. "The BOF5 macroeconomic model of Finland, structure and dynamic microfoundations," Economic Modelling, Elsevier, vol. 17(2), pages 275-303, April.
    9. Vasco Curdia & Michael Woodford, 2010. "Credit Spreads and Monetary Policy," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 42(s1), pages 3-35, September.
    10. Dominic Quint & Pau Rabanal, 2014. "Monetary and Macroprudential Policy in an Estimated DSGE Model of the Euro Area," International Journal of Central Banking, International Journal of Central Banking, vol. 10(2), pages 169-236, June.
    11. Karlo Kauko, 2005. "Bank interest rates in a small European economy: Some exploratory macro level analyses using Finnish data," Finance 0508020, University Library of Munich, Germany.
    12. D. Filiz Unsal, 2013. "Capital Flows and Financial Stability: Monetary Policy and Macroprudential Responses," International Journal of Central Banking, International Journal of Central Banking, vol. 9(1), pages 233-285, March.
    13. Agénor, P.-R. & Alper, K. & Pereira da Silva, L., 2012. "Capital requirements and business cycles with credit market imperfections," Journal of Macroeconomics, Elsevier, vol. 34(3), pages 687-705.
    14. Sungbae An & Frank Schorfheide, 2007. "Bayesian Analysis of DSGE Models—Rejoinder," Econometric Reviews, Taylor & Francis Journals, vol. 26(2-4), pages 211-219.
    15. Schmitt-Grohe, Stephanie & Uribe, Martin, 2003. "Closing small open economy models," Journal of International Economics, Elsevier, vol. 61(1), pages 163-185, October.
    16. Cristiano Cantore & Miguel León-Ledesma & Peter McAdam & Alpo Willman, 2014. "Shocking Stuff: Technology, Hours, And Factor Substitution," Journal of the European Economic Association, European Economic Association, vol. 12(1), pages 108-128, February.
    17. Iskrev, Nikolay, 2010. "Local identification in DSGE models," Journal of Monetary Economics, Elsevier, vol. 57(2), pages 189-202, March.
    18. Gulan, Adam & Haavio, Markus & Kilponen, Juha, 2014. "Kiss me deadly: From Finnish great depression to great recession," Research Discussion Papers 24/2014, Bank of Finland.
    19. Alejandro Justiniano & Giorgio Primiceri & Andrea Tambalotti, 2011. "Investment Shocks and the Relative Price of Investment," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 14(1), pages 101-121, January.
    20. Francisco Covas & Shigeru Fujita, 2010. "Procyclicality of Capital Requirements in a General Equilibrium Model of Liquidity Dependence," International Journal of Central Banking, International Journal of Central Banking, vol. 6(34), pages 137-173, December.
    21. Mendicino, Caterina & Punzi, Maria Teresa, 2014. "House prices, capital inflows and macroprudential policy," Journal of Banking & Finance, Elsevier, vol. 49(C), pages 337-355.
    22. Frank Smets & Rafael Wouters, 2007. "Shocks and Frictions in US Business Cycles: A Bayesian DSGE Approach," American Economic Review, American Economic Association, vol. 97(3), pages 586-606, June.
    23. Lombardo, Giovanni & McAdam, Peter, 2012. "Financial market frictions in a model of the Euro area," Economic Modelling, Elsevier, vol. 29(6), pages 2460-2485.
    24. Rubio, Margarita & Carrasco-Gallego, José A., 2014. "Macroprudential and monetary policies: Implications for financial stability and welfare," Journal of Banking & Finance, Elsevier, vol. 49(C), pages 326-336.
    25. G√Úne≈Û Kamber & Christoph Thoenissen, 2013. "Financial Exposure and the International Transmission of Financial Shocks," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 45(s2), pages 127-158, December.
    26. Marvin Goodfriend & Bennett T. McCallum, "undated". "Banking and interest rates in monetary policy analysis: a quantitative exploration," Proceedings y:2007:x:3, Federal Reserve Bank of San Francisco.
    27. Gertler, Mark, 1999. "Government debt and social security in a life-cycle economy," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 50(1), pages 61-110, June.
    28. MichaŁ Brzoza-Brzezina & Marcin Kolasa, 2013. "Bayesian Evaluation of DSGE Models with Financial Frictions," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 45(8), pages 1451-1476, December.
    29. Van den Heuvel, Skander J., 2008. "The welfare cost of bank capital requirements," Journal of Monetary Economics, Elsevier, vol. 55(2), pages 298-320, March.
    30. Warne, Anders & Coenen, Günter & Christoffel, Kai, 2008. "The new area-wide model of the euro area: a micro-founded open-economy model for forecasting and policy analysis," Working Paper Series 944, European Central Bank.
    31. Marcin Kolasa & Giovanni Lombardo, 2014. "Financial Frictions and Optimal Monetary Policy in an Open Economy," International Journal of Central Banking, International Journal of Central Banking, vol. 10(1), pages 43-94, March.
    32. Fujiwara, Ippei & Teranishi, Yuki, 2011. "Real exchange rate dynamics revisited: A case with financial market imperfections," Journal of International Money and Finance, Elsevier, vol. 30(7), pages 1562-1589.
    33. Lawrence J. Christiano & Martin Eichenbaum & Charles L. Evans, 2005. "Nominal Rigidities and the Dynamic Effects of a Shock to Monetary Policy," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 1-45, February.
    34. Paolo Angelini & Stefano Neri & Fabio Panetta, 2014. "The Interaction between Capital Requirements and Monetary Policy," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 46(6), pages 1073-1112, September.
    35. Angeloni, Ignazio & Faia, Ester, 2013. "Capital regulation and monetary policy with fragile banks," Journal of Monetary Economics, Elsevier, vol. 60(3), pages 311-324.
    36. Simon Gilchrist & Egon Zakrajsek, 2012. "Credit Spreads and Business Cycle Fluctuations," American Economic Review, American Economic Association, vol. 102(4), pages 1692-1720, June.
    37. Nicholas Bloom, 2009. "The Impact of Uncertainty Shocks," Econometrica, Econometric Society, vol. 77(3), pages 623-685, May.
    38. Matthieu Darracq Pariès & Christoffer Kok Sørensen & Diego Rodriguez-Palenzuela, 2011. "Macroeconomic Propagation under Different Regulatory Regimes: Evidence from an Estimated DSGE Model for the Euro Area," International Journal of Central Banking, International Journal of Central Banking, vol. 7(4), pages 49-113, December.
    39. Kiley, Michael T. & Sim, Jae W., 2014. "Bank capital and the macroeconomy: Policy considerations," Journal of Economic Dynamics and Control, Elsevier, vol. 43(C), pages 175-198.
    40. Lawrence J. Christiano & Roberto Motto & Massimo Rostagno, "undated". "The Great Depression and the Friedman-Schwartz hypothesis," Proceedings y:2003:p:1119-1215, Federal Reserve Bank of Cleveland.
    41. Dixit, Avinash K & Stiglitz, Joseph E, 1977. "Monopolistic Competition and Optimum Product Diversity," American Economic Review, American Economic Association, vol. 67(3), pages 297-308, June.
    42. Adolfson, Malin & Laseen, Stefan & Linde, Jesper & Villani, Mattias, 2007. "Bayesian estimation of an open economy DSGE model with incomplete pass-through," Journal of International Economics, Elsevier, vol. 72(2), pages 481-511, July.
    43. F. Verona & M. M. F. Martins & I. Drumond, 2013. "(Un)anticipated Monetary Policy in a DSGE Model with a Shadow Banking System," International Journal of Central Banking, International Journal of Central Banking, vol. 9(3), pages 78-124, September.
    44. √Íscar Jord√Ä & Moritz Schularick & Alan M. Taylor, 2013. "When Credit Bites Back," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 45(s2), pages 3-28, December.
    45. Agénor, Pierre-Richard & Pereira da Silva, Luiz A., 2014. "Macroprudential regulation and the monetary transmission mechanism," Journal of Financial Stability, Elsevier, vol. 13(C), pages 44-63.
    46. Laurent Clerc & Alexis Derviz & Caterina Mendicino & Stephane Moyen & Kalin Nikolov & Livio Stracca & Javier Suarez & Alexandros P. Vardoulakis, 2015. "Capital Regulation in a Macroeconomic Model with Three Layers of Default," International Journal of Central Banking, International Journal of Central Banking, vol. 11(3), pages 9-63, June.
    47. Meh, Césaire A. & Moran, Kevin, 2010. "The role of bank capital in the propagation of shocks," Journal of Economic Dynamics and Control, Elsevier, vol. 34(3), pages 555-576, March.
    48. Juha Kilponen, Massimiliano Pisani, Sebastian Schmidt, Vesna Corbo, Tibor Hledik, Josef Hollmayr, Samuel Hurtado, Paulo Júlio, Dmitry Kulikov, Matthieu Lemoine, Matija Lozej, Henrik Lundvall, José R. , 2015. "Comparing fiscal multipliers across models and countries in Europe," Working Paper Research 278, National Bank of Belgium.
    49. Charles I. Jones, 2005. "The Shape of Production Functions and the Direction of Technical Change," The Quarterly Journal of Economics, Oxford University Press, vol. 120(2), pages 517-549.
    50. Justiniano, Alejandro & Preston, Bruce, 2010. "Can structural small open-economy models account for the influence of foreign disturbances?," Journal of International Economics, Elsevier, vol. 81(1), pages 61-74, May.
    51. Rainer Klump & Peter McAdam & Alpo Willman, 2012. "The Normalized Ces Production Function: Theory And Empirics," Journal of Economic Surveys, Wiley Blackwell, vol. 26(5), pages 769-799, December.
    52. Gelain, Paolo & Ilbas, Pelin, 2017. "Monetary and macroprudential policies in an estimated model with financial intermediation," Journal of Economic Dynamics and Control, Elsevier, vol. 78(C), pages 164-189.
    53. Freystätter, Hanna, 2010. "Financial market disturbances as sources of business cycle fluctuations in Finland," Research Discussion Papers 5/2010, Bank of Finland.
    54. Sohei Kaihatsu & Takushi Kurozumi, 2014. "Sources of Business Fluctuations: Financial or Technology Shocks?," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 17(2), pages 224-242, April.
    55. Sungbae An & Frank Schorfheide, 2007. "Bayesian Analysis of DSGE Models," Econometric Reviews, Taylor & Francis Journals, vol. 26(2-4), pages 113-172.
    56. Goodfriend, Marvin & McCallum, Bennett T., 2007. "Banking and interest rates in monetary policy analysis: A quantitative exploration," Journal of Monetary Economics, Elsevier, vol. 54(5), pages 1480-1507, July.
    57. Brzoza-Brzezina, Michał & Kolasa, Marcin & Makarski, Krzysztof, 2013. "The anatomy of standard DSGE models with financial frictions," Journal of Economic Dynamics and Control, Elsevier, vol. 37(1), pages 32-51.
    58. Roger E.A. Farmer, 2013. "Animal Spirits, Financial Crises and Persistent Unemployment-super-," Economic Journal, Royal Economic Society, vol. 0, pages 317-340, May.
    59. Andrea Gerali & Stefano Neri & Luca Sessa & Federico M. Signoretti, 2010. "Credit and Banking in a DSGE Model of the Euro Area," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 42(s1), pages 107-141, September.
    60. Ripatti, Antti & Vilmunen, Jouko, 2001. "Declining labour share : Evidence of a change in the underlying production technology," Research Discussion Papers 10/2001, Bank of Finland.
    61. Adolfson, Malin & Laséen, Stefan & Lindé, Jesper & Villani, Mattias, 2008. "Evaluating an estimated new Keynesian small open economy model," Journal of Economic Dynamics and Control, Elsevier, vol. 32(8), pages 2690-2721, August.
    62. Gertler, Mark & Karadi, Peter, 2011. "A model of unconventional monetary policy," Journal of Monetary Economics, Elsevier, vol. 58(1), pages 17-34, January.
    63. Adjemian, Stéphane & Bastani, Houtan & Juillard, Michel & Karamé, Fréderic & Maih, Junior & Mihoubi, Ferhat & Mutschler, Willi & Perendia, George & Pfeifer, Johannes & Ratto, Marco & Villemot, Sébasti, 2011. "Dynare: Reference Manual Version 4," Dynare Working Papers 1, CEPREMAP, revised May 2020.
    64. Freystätter, Hanna, 2012. "Essays on small open economy macroeconomics," Scientific Monographs, Bank of Finland, number 2012_043.
    65. Vasco Curdia & Michael Woodford, 2010. "Credit Spreads and Monetary Policy," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 42(s1), pages 3-35, September.
    66. Kannan Prakash & Rabanal Pau & Scott Alasdair M., 2012. "Monetary and Macroprudential Policy Rules in a Model with House Price Booms," The B.E. Journal of Macroeconomics, De Gruyter, vol. 12(1), pages 1-44, June.
    67. Frank Smets & Raf Wouters, 2003. "An Estimated Dynamic Stochastic General Equilibrium Model of the Euro Area," Journal of the European Economic Association, MIT Press, vol. 1(5), pages 1123-1175, September.
    68. Margarita Rubio & José A. Carrasco-Gallego, 2015. "Macroprudential and Monetary Policy Rules: a Welfare Analysis," Manchester School, University of Manchester, vol. 83(2), pages 127-152, March.
    69. Ravenna, Federico & Walsh, Carl E., 2006. "Optimal monetary policy with the cost channel," Journal of Monetary Economics, Elsevier, vol. 53(2), pages 199-216, March.
    70. Kilponen, Juha & Ripatti, Antti, 2006. "Labour and product market competition in a small open economy – Simulation results using a DGE model of the Finnish economy," Research Discussion Papers 5/2006, Bank of Finland.
    71. Calvo, Guillermo A., 1983. "Staggered prices in a utility-maximizing framework," Journal of Monetary Economics, Elsevier, vol. 12(3), pages 383-398, September.
    72. Teruyoshi Kobayashi, 2008. "Incomplete Interest Rate Pass-Through and Optimal Monetary Policy," International Journal of Central Banking, International Journal of Central Banking, vol. 4(3), pages 77-118, September.
    73. Atkinson, Anthony B & Stiglitz, Joseph E, 1969. "A New View of Technological Change," Economic Journal, Royal Economic Society, vol. 79(315), pages 573-578, September.
    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. Varthalitis, Petros, 2019. "FIR-GEM: A SOE-DSGE Model for fiscal policy analysis in Ireland," Papers WP620, Economic and Social Research Institute (ESRI).
    2. Albonico, Alice & Calès, Ludovic & Cardani, Roberta & Croitorov, Olga & Ferroni, Filippo & Giovannini, Massimo & Hohberger, Stefan & Pataracchia, Beatrice & Pericoli, Filippo & Raciborski, Rafal & Rat, 2017. "The Global Multi-Country Model (GM): an Estimated DSGE Model for the Euro Area Countries," Working Papers 2017-10, Joint Research Centre, European Commission (Ispra site).
    3. Bańbura, Marta & Albani, Maria & Ambrocio, Gene & Bursian, Dirk & Buss, Ginters & de Winter, Jasper & Gavura, Miroslav & Giordano, Claire & Júlio, Paulo & Le Roux, Julien & Lozej, Matija & Malthe-Thag, 2018. "Business investment in EU countries," Occasional Paper Series 215, European Central Bank.

    More about this item

    JEL classification:

    • C11 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Bayesian Analysis: General
    • C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Prediction Models; Simulation Methods
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • E37 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Forecasting and Simulation: Models and Applications

    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:bof:bofrdp:2016_016. 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: (Minna Nyman). General contact details of provider: http://edirc.repec.org/data/bofgvfi.html .

    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.