On the Initialization of Adaptive Learning in Macroeconomic Models
Author
Abstract
Suggested Citation
DOI: 10.3929/ethz-a-010793139
Download full text from publisher
Other versions of this item:
- Berardi, Michele & Galimberti, Jaqueson K., 2017. "On the initialization of adaptive learning in macroeconomic models," Journal of Economic Dynamics and Control, Elsevier, vol. 78(C), pages 26-53.
References listed on IDEAS
- Slobodyan, Sergey & Wouters, Raf, 2012.
"Learning in an estimated medium-scale DSGE model,"
Journal of Economic Dynamics and Control, Elsevier, vol. 36(1), pages 26-46.
- Sergey Slobodyan & Raf Wouters, 2009. "Learning in an Estimated Medium-Scale DSGE Model," CERGE-EI Working Papers wp396, The Center for Economic Research and Graduate Education - Economics Institute, Prague.
- Athanasios Orphanides & John C. Williams, 2005.
"Inflation scares and forecast-based monetary policy,"
Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 8(2), pages 498-527, April.
- Athanasios Orphanides & John C. Williams, 2003. "Inflation scares and forecast-based monetary policy," Working Paper Series 2003-11, Federal Reserve Bank of San Francisco.
- Athanasios Orphanides & John C. Williams, 2003. "Inflation scares and forecast-based monetary policy," Finance and Economics Discussion Series 2003-41, Board of Governors of the Federal Reserve System (U.S.).
- Orphanides, Athanasios & Williams, John C, 2005. "Inflation Scares and Forecast-Based Monetary Policy," CEPR Discussion Papers 4844, C.E.P.R. Discussion Papers.
- Athanasios Orphanides & John C. Williams, 2003. "Inflation scares and forecast-based monetary policy," FRB Atlanta Working Paper 2003-21, Federal Reserve Bank of Atlanta.
- Berardi, Michele & Galimberti, Jaqueson K., 2017.
"On the initialization of adaptive learning in macroeconomic models,"
Journal of Economic Dynamics and Control, Elsevier, vol. 78(C), pages 26-53.
- Michele Berardi & Jaqueson K Galimberti, 2016. "On the Initialization of Adaptive Learning in Macroeconomic Models," KOF Working papers 16-422, KOF Swiss Economic Institute, ETH Zurich.
- Giorgio E. Primiceri, 2006.
"Why Inflation Rose and Fell: Policy-Makers' Beliefs and U. S. Postwar Stabilization Policy,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(3), pages 867-901.
- Giorgio Primiceri, 2005. "Why Inflation Rose and Fell: Policymakers' Beliefs and US Postwar Stabilization Policy," NBER Working Papers 11147, National Bureau of Economic Research, Inc.
- Lubik, Thomas A. & Matthes, Christian, 2016.
"Indeterminacy and learning: An analysis of monetary policy in the Great Inflation,"
Journal of Monetary Economics, Elsevier, vol. 82(C), pages 85-106.
- Christian Matthes & Thomas Lubik, 2013. "Indeterminacy and Learning: An Analysis of Monetary Policy in the Great Inflation," 2013 Meeting Papers 973, Society for Economic Dynamics.
- Thomas A. Lubik & Christian Matthes, 2014. "Indeterminacy and Learning: An Analysis of Monetary Policy in the Great Inflation," Working Paper 14-2, Federal Reserve Bank of Richmond.
- Thomas A. Lubik & Christian Matthes, 2014. "Indeterminacy and Learning: An Analysis of Monetary Policy in the Great Inflation," CAMA Working Papers 2014-16, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
- Berardi, Michele & Galimberti, Jaqueson K., 2013.
"A note on exact correspondences between adaptive learning algorithms and the Kalman filter,"
Economics Letters, Elsevier, vol. 118(1), pages 139-142.
- Michele Berardi & Jaqueson K. Galimberti, 2012. "A note on exact correspondences between adaptive learning algorithms and the Kalman filter," Centre for Growth and Business Cycle Research Discussion Paper Series 170, Economics, The University of Manchester.
- Stefano Eusepi & Bruce Preston, 2011.
"Expectations, Learning, and Business Cycle Fluctuations,"
American Economic Review, American Economic Association, vol. 101(6), pages 2844-2872, October.
- Stefano Eusepi & Bruce Preston, 2008. "Expectations, Learning and Business Cycle Fluctuations," NBER Working Papers 14181, National Bureau of Economic Research, Inc.
- Stefano Eusepi & Bruce Preston, 2008. "Expectations, Learning And Business Cycle Fluctuations," CAMA Working Papers 2008-20, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
- Orphanides, Athanasios & Williams, John C., 2005.
"The decline of activist stabilization policy: Natural rate misperceptions, learning, and expectations,"
Journal of Economic Dynamics and Control, Elsevier, vol. 29(11), pages 1927-1950, November.
- Athanasios Orphanides & John C. Williams, 2003. "The decline of activist stabilization policy: natural rate misperceptions, learning, and expectations," Proceedings, Board of Governors of the Federal Reserve System (U.S.).
- Athanasios Orphanides & John C. Williams, 2003. "The decline of activist stabilization policy: natural rate misperceptions, learning, and expectations," Working Paper Series 2003-24, Federal Reserve Bank of San Francisco.
- Athanasios Orphanides & John C. Williams, 2004. "The decline of activist stabilization policy: natural rate misperceptions, learning, and expectations," International Finance Discussion Papers 804, Board of Governors of the Federal Reserve System (U.S.).
- Orphanides, Athanasios & Williams, John C., 2004. "The decline of activist stabilization policy: Natural rate misperceptions, learning, and expectations," CFS Working Paper Series 2004/24, Center for Financial Studies (CFS).
- Orphanides, Athanasios & Williams, John C., 2004. "The decline of activist stabilization policy: natural rate misperceptions, learning, and expectations," Working Paper Series 337, European Central Bank.
- John C. Williams & Athanasios Orphanides, 2004. "The Decline of Activist Stabilization Policy: Natural Rate Misperceptions, Learning, and Expectations," Computing in Economics and Finance 2004 144, Society for Computational Economics.
- Orphanides, Athanasios & Williams, John C, 2005. "The Decline of Activist Stabilization Policy: Natural Rate Misperceptions, Learning and Expectations," CEPR Discussion Papers 4865, C.E.P.R. Discussion Papers.
- Pfajfar, Damjan & Santoro, Emiliano, 2010.
"Heterogeneity, learning and information stickiness in inflation expectations,"
Journal of Economic Behavior & Organization, Elsevier, vol. 75(3), pages 426-444, September.
- Damjan Pfajfar & Emiliano Santoro, 2010. "Heterogeneity, Learning and Information Stickiness in Inflation Expectations," Post-Print hal-00849412, HAL.
- James Bullard & Stefano Eusepi, 2005.
"Did the Great Inflation Occur Despite Policymaker Commitment to a Taylor Rule?,"
Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 8(2), pages 324-359, April.
- James Bullard & Stefano Eusepi, 2003. "Did the Great Inflation Occur Despite Policymaker Commitment to a Taylor Rule?," Computing in Economics and Finance 2003 129, Society for Computational Economics.
- James B. Bullard & Stefano Eusepi, 2004. "Did the Great Inflation occur despite policymaker commitment to a Taylor rule?," Working Papers 2003-013, Federal Reserve Bank of St. Louis.
- James B. Bullard & Stefano Eusepi, 2003. "Did the Great Inflation occur despite policymaker commitment to a Taylor rule?," FRB Atlanta Working Paper 2003-20, Federal Reserve Bank of Atlanta.
- KevinX.D. Huang & Zheng Liu & Tao Zha, 2009.
"Learning, Adaptive Expectations and Technology Shocks,"
Economic Journal, Royal Economic Society, vol. 119(536), pages 377-405, March.
- Kevin X.D. Huang & Zheng Liu & Tao Zha, 2009. "Learning, Adaptive Expectations and Technology Shocks," Economic Journal, Royal Economic Society, vol. 119(536), pages 377-405, March.
- Kevin X.D. Huang & Zheng Liu & Tao Zha, 2008. "Learning, Adaptive Expectations, and Technology Shocks," Vanderbilt University Department of Economics Working Papers 0807, Vanderbilt University Department of Economics.
- Kevin X. D. Huang & Zheng Liu & Tao Zha, 2008. "Learning, adaptive expectations, and technology shocks," Working Paper Series 2008-18, Federal Reserve Bank of San Francisco.
- Kevin X. D. Huang & Zheng Liu & Tao Zha, 2008. "Learning, adaptive expectations, and technology shocks," FRB Atlanta Working Paper 2008-20, Federal Reserve Bank of Atlanta.
- Fuhrer, Jeffrey C. & Moore, George R. & Schuh, Scott D., 1995.
"Estimating the linear-quadratic inventory model Maximum likelihood versus generalized method of moments,"
Journal of Monetary Economics, Elsevier, vol. 35(1), pages 115-157, February.
- Jeffrey C. Fuhrer & George R. Moore & Scott Schuh, 1993. "Estimating the linear-quadratic inventory model: maximum likelihood versus generalized method of moments," Finance and Economics Discussion Series 93-11, Board of Governors of the Federal Reserve System (U.S.).
- Albert Marcet & Juan P. Nicolini, 2003.
"Recurrent Hyperinflations and Learning,"
American Economic Review, American Economic Association, vol. 93(5), pages 1476-1498, December.
- Albert Marcet & Juan P. Nicolini, 1995. "Recurrent hyperinflations and learning," Economics Working Papers 244, Department of Economics and Business, Universitat Pompeu Fabra, revised Nov 2001.
- Marcet, A. & Nicolini, J.P., 1997. "Recurrent Hyperinflations and Learning," Papers 9721, Centro de Estudios Monetarios Y Financieros-.
- Albert Marcet & Juan Pablo Nicolini, 1997. "Recurrent Hyperinflations and Learning," Working Papers wp1997_9721, CEMFI.
- Marcet, Albert & Nicolini, Juan Pablo, 1998. "Recurrent Hyperinflations and Learning," CEPR Discussion Papers 1875, C.E.P.R. Discussion Papers.
- Eva Carceles-Poveda & Chryssi Giannitsarou, 2008.
"Asset Pricing with Adaptive Learning,"
Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 11(3), pages 629-651, July.
- Eva Carceles Poveda & Chryssi Giannitsarou, 2006. "Asset pricing with adaptive learning," Computing in Economics and Finance 2006 25, Society for Computational Economics.
- Giannitsarou, Chryssi & Carceles-Poveda, Eva, 2007. "Asset Pricing with Adaptive Learning," CEPR Discussion Papers 6223, C.E.P.R. Discussion Papers.
- Sophocles Mavroeidis & Mikkel Plagborg-Møller & James H. Stock, 2014.
"Empirical Evidence on Inflation Expectations in the New Keynesian Phillips Curve,"
Journal of Economic Literature, American Economic Association, vol. 52(1), pages 124-188, March.
- Sophocles Mavroeidis & Mikkel Plagborg-Møller & James H. Stock, "undated". "Empirical Evidence on Inflation Expectations in the New Keynesian Phillips Curve," Working Paper 84656, Harvard University OpenScholar.
- Mavroeidis, Sophocles & Plagborg-Moller, Mikkel & Stock, James H., 2014. "Empirical Evidence on Inflation Expectations in the New Keynesian Phillips Curve," Scholarly Articles 22795845, Harvard University Department of Economics.
- Carceles-Poveda, Eva & Giannitsarou, Chryssi, 2007.
"Adaptive learning in practice,"
Journal of Economic Dynamics and Control, Elsevier, vol. 31(8), pages 2659-2697, August.
- Chryssi Giannitsarou & Eva Carceles-Poveda, 2004. "Adaptive Learning in Practice," Computing in Economics and Finance 2004 271, Society for Computational Economics.
- Giannitsarou, Chryssi & Carceles-Poveda, Eva, 2006. "Adaptive Learning in Practice," CEPR Discussion Papers 5627, C.E.P.R. Discussion Papers.
- Galí, Jordi & Gertler, Mark, 1999. "Inflation Dynamics: A Structural Economic Analysis," CEPR Discussion Papers 2246, C.E.P.R. Discussion Papers.
- Chevillon, Guillaume & Massmann, Michael & Mavroeidis, Sophocles, 2010. "Inference in models with adaptive learning," Journal of Monetary Economics, Elsevier, vol. 57(3), pages 341-351, April.
- Berardi, Michele & Galimberti, Jaqueson K., 2014.
"A note on the representative adaptive learning algorithm,"
Economics Letters, Elsevier, vol. 124(1), pages 104-107.
- Michele Bernardi & Jaqueson K. Galimberti, 2014. "A Note on the Representative Adaptive Learning Algorithm," KOF Working papers 14-356, KOF Swiss Economic Institute, ETH Zurich.
- Evans, George W. & Honkapohja, S., 1998.
"Stochastic gradient learning in the cobweb model,"
Economics Letters, Elsevier, vol. 61(3), pages 333-337, December.
- Evans, G.W. & Honkapohja, S., 1998. "Stochastic Gradient Learning in the Cobweb Model," University of Helsinki, Department of Economics 438, Department of Economics.
- Thomas Sargent & Noah Williams & Tao Zha, 2006.
"Shocks and Government Beliefs: The Rise and Fall of American Inflation,"
American Economic Review, American Economic Association, vol. 96(4), pages 1193-1224, September.
- Thomas Sargent & Noah Williams & Tao Zha, 2004. "Shocks and Government Beliefs: The Rise and Fall of American Inflation," NBER Working Papers 10764, National Bureau of Economic Research, Inc.
- Thomas J. Sargent & Noah Williams & Tao Zha, 2004. "Shocks and government beliefs: the rise and fall of American inflation," FRB Atlanta Working Paper 2004-22, Federal Reserve Bank of Atlanta.
- George W. Evans & Seppo Honkapohja, 2009.
"Robust Learning Stability with Operational Monetary Policy Rules,"
Central Banking, Analysis, and Economic Policies Book Series, in: Klaus Schmidt-Hebbel & Carl E. Walsh & Norman Loayza (Series Editor) & Klaus Schmidt-Hebbel (Series (ed.),Monetary Policy under Uncertainty and Learning, edition 1, volume 13, chapter 5, pages 145-170,
Central Bank of Chile.
- Evans, George W. & Honkapohja, Seppo, 2007. "Robust learning stability with operational monetary policy rules," Bank of Finland Research Discussion Papers 31/2007, Bank of Finland.
- George W. Evans & Seppo Honkapohja, 2008. "Robust Learning Stability with Operational Monetary Policy Rules," Working Papers Central Bank of Chile 504, Central Bank of Chile.
- Honkapohja, Seppo & Evans, George W., 2008. "Robust Learning Stability with Operational Monetary Policy Rules," CEPR Discussion Papers 6641, C.E.P.R. Discussion Papers.
- George W. Evans & Seppo Honkapohja, 2008. "Robust Learning Stability with Operational Monetary Policy Rules," CDMA Conference Paper Series 0808, Centre for Dynamic Macroeconomic Analysis.
- Milani, Fabio, 2008.
"Learning, monetary policy rules, and macroeconomic stability,"
Journal of Economic Dynamics and Control, Elsevier, vol. 32(10), pages 3148-3165, October.
- Fabio Milani, 2005. "Learning, Monetary Policy Rules, and Macroeconomic Stability," Macroeconomics 0508019, University Library of Munich, Germany.
- Milani, Fabio, 2014.
"Learning and time-varying macroeconomic volatility,"
Journal of Economic Dynamics and Control, Elsevier, vol. 47(C), pages 94-114.
- Fabio Milani, 2007. "Learning and Time-Varying Macroeconomic Volatility," Working Papers 070802, University of California-Irvine, Department of Economics.
- Sergey Slobodyan & Raf Wouters, 2012. "Learning in a Medium-Scale DSGE Model with Expectations Based on Small Forecasting Models," American Economic Journal: Macroeconomics, American Economic Association, vol. 4(2), pages 65-101, April.
- Fabio Milani, 2011.
"Expectation Shocks and Learning as Drivers of the Business Cycle,"
Economic Journal, Royal Economic Society, vol. 121(552), pages 379-401, May.
- Milani, Fabio, 2010. "Expectation Shocks and Learning as Drivers of the Business Cycle," CEPR Discussion Papers 7743, C.E.P.R. Discussion Papers.
- Gali, Jordi & Gertler, Mark, 1999.
"Inflation dynamics: A structural econometric analysis,"
Journal of Monetary Economics, Elsevier, vol. 44(2), pages 195-222, October.
- Jordi Galí & Mark Gertler, 1998. "Inflation dynamics: A structural econometric analysis," Economics Working Papers 341, Department of Economics and Business, Universitat Pompeu Fabra.
- Jordi Gali & Mark Gertler, 2000. "Inflation Dynamics: A Structural Econometric Analysis," NBER Working Papers 7551, National Bureau of Economic Research, Inc.
- Eva Carceles-Poveda & Chryssi Giannitsarou, 2008.
"Asset Pricing with Adaptive Learning,"
Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 11(3), pages 629-651, July.
- Eva Carceles-Poveda & Chryssi Giannitsarou, 2007. "Online Appendix to Asset Pricing with Adaptive Learning," Online Appendices carceles08, Review of Economic Dynamics.
- Berardi, Michele & Galimberti, Jaqueson K., 2019.
"Smoothing-Based Initialization For Learning-To-Forecast Algorithms,"
Macroeconomic Dynamics, Cambridge University Press, vol. 23(3), pages 1008-1023, April.
- Michele Berardi & Jaqueson K Galimberti, 2017. "Smoothing-based Initialization for Learning-to-Forecast Algorithms," KOF Working papers 17-425, KOF Swiss Economic Institute, ETH Zurich.
- Milani, Fabio, 2007.
"Expectations, learning and macroeconomic persistence,"
Journal of Monetary Economics, Elsevier, vol. 54(7), pages 2065-2082, October.
- Fabio Milani, 2005. "Expectations, Learning and Macroeconomic Persistence," Working Papers 050608, University of California-Irvine, Department of Economics.
- Fabio Milani, 2005. "Expectations, Learning and Macroeconomic Persistence," Macroeconomics 0510022, University Library of Munich, Germany.
- Newey, Whitney & West, Kenneth, 2014.
"A simple, positive semi-definite, heteroscedasticity and autocorrelation consistent covariance matrix,"
Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 33(1), pages 125-132.
- Newey, Whitney K & West, Kenneth D, 1987. "A Simple, Positive Semi-definite, Heteroskedasticity and Autocorrelation Consistent Covariance Matrix," Econometrica, Econometric Society, vol. 55(3), pages 703-708, May.
- Whitney K. Newey & Kenneth D. West, 1986. "A Simple, Positive Semi-Definite, Heteroskedasticity and AutocorrelationConsistent Covariance Matrix," NBER Technical Working Papers 0055, National Bureau of Economic Research, Inc.
- Carboni, Giacomo & Ellison, Martin, 2009. "The Great Inflation and the Greenbook," Journal of Monetary Economics, Elsevier, vol. 56(6), pages 831-841, September.
- Eric Gaus & Srikanth Ramamurthy, 2012. "Estimation of Constant Gain Learning Models," Working Papers 12-01, Ursinus College, Department of Economics, revised 01 Apr 2014.
- Barucci, Emilio & Landi, Leonardo, 1997. "Least mean squares learning in self-referential linear stochastic models," Economics Letters, Elsevier, vol. 57(3), pages 313-317, December.
- Bray, Margaret M & Savin, Nathan E, 1986. "Rational Expectations Equilibria, Learning, and Model Specification," Econometrica, Econometric Society, vol. 54(5), pages 1129-1160, September.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Berardi, Michele & Galimberti, Jaqueson K., 2017.
"Empirical calibration of adaptive learning,"
Journal of Economic Behavior & Organization, Elsevier, vol. 144(C), pages 219-237.
- Michele Berardi & Jaqueson K. Galimberti, 2015. "Empirical Calibration of Adaptive Learning," KOF Working papers 15-392, KOF Swiss Economic Institute, ETH Zurich.
- Jaqueson K. Galimberti, 2020.
"Information weighting under least squares learning,"
CAMA Working Papers
2020-46, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
- Jaqueson Galimberti, 2021. "Initial Beliefs Uncertainty and Information Weighting in the Estimation of Models with Adaptive Learning," Working Papers 2021-01, Auckland University of Technology, Department of Economics.
- Jaqueson K. Galimberti, 2021. "Initial beliefs uncertainty," CAMA Working Papers 2021-68, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
- Jaqueson K. Galimberti, 2020. "Information weighting under least squares adaptive learning," Working Papers 2020-04, Auckland University of Technology, Department of Economics.
- Berardi, Michele & Galimberti, Jaqueson K., 2019.
"Smoothing-Based Initialization For Learning-To-Forecast Algorithms,"
Macroeconomic Dynamics, Cambridge University Press, vol. 23(3), pages 1008-1023, April.
- Michele Berardi & Jaqueson K Galimberti, 2017. "Smoothing-based Initialization for Learning-to-Forecast Algorithms," KOF Working papers 17-425, KOF Swiss Economic Institute, ETH Zurich.
- Panovska, Irina & Ramamurthy, Srikanth, 2022. "Decomposing the output gap with inflation learning," Journal of Economic Dynamics and Control, Elsevier, vol. 136(C).
- Cole, Stephen J. & Milani, Fabio, 2021.
"Heterogeneity in individual expectations, sentiment, and constant-gain learning,"
Journal of Economic Behavior & Organization, Elsevier, vol. 188(C), pages 627-650.
- Stephen J. Cole & Fabio Milani, 2020. "Heterogeneity in Individual Expectations, Sentiment, and Constant-Gain Learning," Working Papers 192005, University of California-Irvine, Department of Economics.
- Cole, Stephen J. & Milani, Fabio, 2021. "Heterogeneity in Individual Expectations, Sentiment, and Constant-Gain Learning," Working Papers and Research 2021-05, Marquette University, Center for Global and Economic Studies and Department of Economics.
- Stephen J. Cole & Fabio Milani, 2020. "Heterogeneity in Individual Expectations, Sentiment, and Constant-Gain Learning," CESifo Working Paper Series 8343, CESifo.
- Berardi, Michele & Galimberti, Jaqueson K., 2017.
"On the initialization of adaptive learning in macroeconomic models,"
Journal of Economic Dynamics and Control, Elsevier, vol. 78(C), pages 26-53.
- Michele Berardi & Jaqueson K Galimberti, 2016. "On the Initialization of Adaptive Learning in Macroeconomic Models," KOF Working papers 16-422, KOF Swiss Economic Institute, ETH Zurich.
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.- Berardi, Michele & Galimberti, Jaqueson K., 2017.
"Empirical calibration of adaptive learning,"
Journal of Economic Behavior & Organization, Elsevier, vol. 144(C), pages 219-237.
- Michele Berardi & Jaqueson K. Galimberti, 2015. "Empirical Calibration of Adaptive Learning," KOF Working papers 15-392, KOF Swiss Economic Institute, ETH Zurich.
- Michele Berardi & Jaqueson K. Galimberti, 2012. "On the initialization of adaptive learning algorithms: A review of methods and a new smoothing-based routine," Centre for Growth and Business Cycle Research Discussion Paper Series 175, Economics, The University of Manchester.
- Jaqueson K. Galimberti, 2020.
"Information weighting under least squares learning,"
CAMA Working Papers
2020-46, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
- Jaqueson Galimberti, 2021. "Initial Beliefs Uncertainty and Information Weighting in the Estimation of Models with Adaptive Learning," Working Papers 2021-01, Auckland University of Technology, Department of Economics.
- Jaqueson K. Galimberti, 2021. "Initial beliefs uncertainty," CAMA Working Papers 2021-68, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
- Jaqueson K. Galimberti, 2020. "Information weighting under least squares adaptive learning," Working Papers 2020-04, Auckland University of Technology, Department of Economics.
- Michele Berardi & Jaqueson K. Galimberti, 2012. "On the plausibility of adaptive learning in macroeconomics: A puzzling conflict in the choice of the representative algorithm," Centre for Growth and Business Cycle Research Discussion Paper Series 177, Economics, The University of Manchester.
- Berardi, Michele & Galimberti, Jaqueson K., 2019.
"Smoothing-Based Initialization For Learning-To-Forecast Algorithms,"
Macroeconomic Dynamics, Cambridge University Press, vol. 23(3), pages 1008-1023, April.
- Michele Berardi & Jaqueson K Galimberti, 2017. "Smoothing-based Initialization for Learning-to-Forecast Algorithms," KOF Working papers 17-425, KOF Swiss Economic Institute, ETH Zurich.
- Koursaros, Demetris, 2019. "Learning expectations using multi-period forecasts," Journal of Economics and Business, Elsevier, vol. 102(C), pages 1-25.
- George W. Evans & Seppo Honkapohja, 2009.
"Expectations, Learning and Monetary Policy: An Overview of Recent Research,"
Central Banking, Analysis, and Economic Policies Book Series, in: Klaus Schmidt-Hebbel & Carl E. Walsh & Norman Loayza (Series Editor) & Klaus Schmidt-Hebbel (Series (ed.),Monetary Policy under Uncertainty and Learning, edition 1, volume 13, chapter 2, pages 027-076,
Central Bank of Chile.
- Evans, George W. & Honkapohja, Seppo, 2007. "Expectations, learning and monetary policy: an overview of recent research," Bank of Finland Research Discussion Papers 32/2007, Bank of Finland.
- George W. Evans & Seppo Honkapohja, 2008. "Expectations, Learning, And Monetary Policy: An Overview Of Recent Research," Working Papers Central Bank of Chile 501, Central Bank of Chile.
- Honkapohja, Seppo & Evans, George W., 2008. "Expectations, Learning and Monetary Policy: An Overview of Recent Rersearch," CEPR Discussion Papers 6640, C.E.P.R. Discussion Papers.
- Evans, George & Honkapohja, Seppo, 2008. "Expectations, Learning and Monetary Policy: An Overview of Recent Research," SIRE Discussion Papers 2008-03, Scottish Institute for Research in Economics (SIRE).
- George W. Evans & Seppo Honkapohja, 2009.
"Expectations, Learning and Monetary Policy: An Overview of Recent Research,"
Central Banking, Analysis, and Economic Policies Book Series, in: Klaus Schmidt-Hebbel & Carl E. Walsh & Norman Loayza (Series Editor) & Klaus Schmidt-Hebbel (Series (ed.),Monetary Policy under Uncertainty and Learning, edition 1, volume 13, chapter 2, pages 027-076,
Central Bank of Chile.
- Evans, George W. & Honkapohja, Seppo, 2007. "Expectations, learning and monetary policy : an overview of recent research," Research Discussion Papers 32/2007, Bank of Finland.
- George W. Evans & Seppo Honkapohja, 2008. "Expectations, Learning and Monetary Policy: An Overview of Recent Research," CDMA Working Paper Series 200802, Centre for Dynamic Macroeconomic Analysis.
- Evans, George & Honkapohja, Seppo, 2008. "Expectations, Learning and Monetary Policy: An Overview of Recent Research," SIRE Discussion Papers 2008-03, Scottish Institute for Research in Economics (SIRE).
- Evans, George W. & Honkapohja, Seppo, 2008. "Expectations, Learning and Monetary Policy: An Overview of Recent Rersearch," CEPR Discussion Papers 6640, C.E.P.R. Discussion Papers.
- George W. Evans & Seppo Honkapohja, 2008. "Expectations, Learning, And Monetary Policy: An Overview Of Recent Research," Working Papers Central Bank of Chile 501, Central Bank of Chile.
- F. Di Pace & K. Mitra & S. Zhang, 2021.
"Adaptive Learning and Labor Market Dynamics,"
Journal of Money, Credit and Banking, Blackwell Publishing, vol. 53(2-3), pages 441-475, March.
- Federico di Pace & Kaushik Mitra & Shoujian Zhang, 2014. "Adaptive Learning and Labour Market Dynamics," CDMA Working Paper Series 201408, Centre for Dynamic Macroeconomic Analysis.
- Di Pace, Frederico & Mitra, Kaushik & Zhang, Shoujian, 2016. "Adaptive learning and labour market dynamics," Bank of England working papers 633, Bank of England.
- Agnieszka Markiewicz, 2012. "Model Uncertainty And Exchange Rate Volatility," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 53(3), pages 815-844, August.
- Milani, Fabio, 2007.
"Expectations, learning and macroeconomic persistence,"
Journal of Monetary Economics, Elsevier, vol. 54(7), pages 2065-2082, October.
- Fabio Milani, 2005. "Expectations, Learning and Macroeconomic Persistence," Working Papers 050608, University of California-Irvine, Department of Economics.
- Fabio Milani, 2005. "Expectations, Learning and Macroeconomic Persistence," Macroeconomics 0510022, University Library of Munich, Germany.
- Best, Gabriela, 2017. "Policy Preferences And Policy Makers' Beliefs: The Great Inflation," Macroeconomic Dynamics, Cambridge University Press, vol. 21(8), pages 1957-1995, December.
- Kobielarz, Michal, 2018. "The economics of monetary unions," Other publications TiSEM b0293536-68ec-4905-bffd-6, Tilburg University, School of Economics and Management.
- Cole, Stephen J. & Milani, Fabio, 2021.
"Heterogeneity in individual expectations, sentiment, and constant-gain learning,"
Journal of Economic Behavior & Organization, Elsevier, vol. 188(C), pages 627-650.
- Stephen J. Cole & Fabio Milani, 2020. "Heterogeneity in Individual Expectations, Sentiment, and Constant-Gain Learning," Working Papers 192005, University of California-Irvine, Department of Economics.
- Cole, Stephen J. & Milani, Fabio, 2021. "Heterogeneity in Individual Expectations, Sentiment, and Constant-Gain Learning," Working Papers and Research 2021-05, Marquette University, Center for Global and Economic Studies and Department of Economics.
- Stephen J. Cole & Fabio Milani, 2020. "Heterogeneity in Individual Expectations, Sentiment, and Constant-Gain Learning," CESifo Working Paper Series 8343, CESifo.
- Gáti, Laura, 2023.
"Monetary policy & anchored expectations—An endogenous gain learning model,"
Journal of Monetary Economics, Elsevier, vol. 140(S), pages 37-47.
- Gáti, Laura, 2022. "Monetary policy & anchored expectations: an endogenous gain learning model," Working Paper Series 2685, European Central Bank.
- Slobodyan, Sergey & Wouters, Raf, 2012.
"Learning in an estimated medium-scale DSGE model,"
Journal of Economic Dynamics and Control, Elsevier, vol. 36(1), pages 26-46.
- Sergey Slobodyan & Raf Wouters, 2009. "Learning in an Estimated Medium-Scale DSGE Model," CERGE-EI Working Papers wp396, The Center for Economic Research and Graduate Education - Economics Institute, Prague.
- Duffy, John & Shin, Michael, 2024. "Heterogeneous experience and constant-gain learning," Journal of Economic Dynamics and Control, Elsevier, vol. 164(C).
- Michele Berardi, 2020. "A probabilistic interpretation of the constant gain learning algorithm," Bulletin of Economic Research, Wiley Blackwell, vol. 72(4), pages 393-403, October.
- Mitra, Kaushik & Evans, George W. & Honkapohja, Seppo, 2013.
"Policy change and learning in the RBC model,"
Journal of Economic Dynamics and Control, Elsevier, vol. 37(10), pages 1947-1971.
- Kaushik, Mitra & Evans, George W. & Honkapohja, Seppo, 2011. "Policy change and learning in the RBC model," Bank of Finland Research Discussion Papers 22/2011, Bank of Finland.
- Honkapohja, Seppo & Evans, George W. & Mitra, Kaushik, 2012. "Policy Change and Learning in the RBC Model," CEPR Discussion Papers 8892, C.E.P.R. Discussion Papers.
- Carceles-Poveda, Eva & Giannitsarou, Chryssi, 2007.
"Adaptive learning in practice,"
Journal of Economic Dynamics and Control, Elsevier, vol. 31(8), pages 2659-2697, August.
- Chryssi Giannitsarou & Eva Carceles-Poveda, 2004. "Adaptive Learning in Practice," Computing in Economics and Finance 2004 271, Society for Computational Economics.
- Giannitsarou, Chryssi & Carceles-Poveda, Eva, 2006. "Adaptive Learning in Practice," CEPR Discussion Papers 5627, C.E.P.R. Discussion Papers.
More about this item
Keywords
Expectations; Adaptive learning; Initialization; Algorithms; Hybrid New Keynesian Phillips curve;All these keywords.
JEL classification:
- C63 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Computational Techniques
- D84 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Expectations; Speculations
- E03 - Macroeconomics and Monetary Economics - - General - - - Behavioral Macroeconomics
- 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:- NEP-ECM-2017-03-05 (Econometrics)
Statistics
Access and download statisticsCorrections
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:kof:wpskof:16-422. 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: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/koethch.html .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.