Adaptive Learning in Practice

Citations

Cited by:

1. 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.
2. Arturo Ormeño, 2011. "Using Survey Data on Inflation Expectations in the Estimation of Learning and Rational Expectations Models," CESifo Working Paper Series 3552, CESifo.
3. Christina Strobach & Carin van der Cruijsen, 2015. "The formation of European inflation expectations: One learning rule does not fit all," DNB Working Papers 472, Netherlands Central Bank, Research Department.
4. 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.
5. Galimberti Jaqueson K., 2024. "Initial Beliefs Uncertainty," The B.E. Journal of Macroeconomics, De Gruyter, vol. 24(1), pages 45-96, January.
   • 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 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 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, 2020. "Information weighting under least squares adaptive learning," Working Papers 2020-04, Auckland University of Technology, Department of Economics.
6. Christian Matthes & Francesca Rondina, 2012. "Two-sided Learning in New Keynesian Models: Dynamics, (Lack of) Convergence and the Value of Information," UFAE and IAE Working Papers 913.12, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC).
   • Matthes, Christian & Rondina, Francesca, 2012. "Two-sided Learning in New Keynesian Models: Dynamics, (Lack of) Convergence and the Value of Information," Dynare Working Papers 19, CEPREMAP.
   • Christian Matthes & Francesca Rondina, 2012. "Two-sided learning in New Keynesian models: Dynamics, (lack of) convergence and the value of information," Economics Working Papers 1338, Department of Economics and Business, Universitat Pompeu Fabra.
   • Christian Matthes & Francesca Rondina, 2012. "Two-sided Learning in New Keynesian Models: Dynamics, (Lack of) Convergence and the Value of Information," Working Papers 661, Barcelona School of Economics.
7. 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.
8. Iliopulos, Eleni & Perego, Erica & Sopraseuth, Thepthida, 2021. "International business cycles: Information matters," Journal of Monetary Economics, Elsevier, vol. 123(C), pages 19-34.
   • Eleni Iliopulos & Erica Perego & Thepthida Sopraseuth, 2018. "International business cycles: Information matters," THEMA Working Papers 2018-13, THEMA (THéorie Economique, Modélisation et Applications), Université de Cergy-Pontoise.
   • Eleni Iliopulos & Erica Perego & Thepthida Sopraseuth, 2019. "International Business Cycles: Information Matters," Working Papers 2019-03, CEPII research center.
   • Eleni Iliopulos & Erica Perego & Thepthida Sopraseuth, 2021. "International business cycles: Information matters," Post-Print hal-03679001, HAL.
9. 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," 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," 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," FRB Atlanta Working Paper 2008-20, Federal Reserve Bank of Atlanta.
10. Nakov, Anton & Nuño, Galo, 2015. "Learning from experience in the stock market," Journal of Economic Dynamics and Control, Elsevier, vol. 52(C), pages 224-239.
    • Anton Nakov & Galo Nuño, 2011. "Learning from experience in the stock market," Working Papers 1132, Banco de España.
    • Nakov, Anton & Nuño, Galo, 2014. "Learning from Experience in the Stock Market," CEPR Discussion Papers 9845, C.E.P.R. Discussion Papers.
    • Anton Nakov, 2012. "Learning from experience in the stock market," Finance and Economics Discussion Series 2012-41, Board of Governors of the Federal Reserve System (U.S.).
    • Nakov, Anton & Nuño, Galo, 2011. "Learning from experience in the stock market," Working Paper Series 1396, European Central Bank.
11. Luis‐Gonzalo Llosa & Vicente Tuesta, 2008. "Determinacy and Learnability of Monetary Policy Rules in Small Open Economies," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 40(5), pages 1033-1063, August.
    • Luis-Gonzalo Llosa & Vicente Tuesta, 2008. "Determinacy and Learnability of Monetary Policy Rules in Small Open Economies," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 40(5), pages 1033-1063, August.
    • Luis Gonzalo Llosa & Vicente Tuesta, 2006. "Determinacy and Learnability of Monetary Policy Rules in Small Open Economies," Research Department Publications 4479, Inter-American Development Bank, Research Department.
    • Tuesta, Vicente & Llosa, Gonzalo, 2006. "Determinacy and Learnability of Monetary Policy Rules in Small Open Economies," IDB Publications (Working Papers) 1944, Inter-American Development Bank.
12. Pavol Povala & Anna Cieslak, 2012. "Understanding bond risk premia," 2012 Meeting Papers 771, Society for Economic Dynamics.
13. 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.
14. Markiewicz, Agnieszka & Pick, Andreas, 2014. "Adaptive learning and survey data," Journal of Economic Behavior & Organization, Elsevier, vol. 107(PB), pages 685-707.
    • Agnieszka Markiewicz & Andreas Pick, 2014. "Adaptive learning and survey data," DNB Working Papers 411, Netherlands Central Bank, Research Department.
15. Ormeño, Arturo, 2012. "Using Survey Data on Inflation Expectations in the Estimation of Learning and Rational Expectations Models," Working Papers 2012-007, Banco Central de Reserva del Perú.
16. James Murray, 2008. "Empirical Significance of Learning in a New Keynesian Model with Firm-Specific Capital," CAEPR Working Papers 2007-027, Center for Applied Economics and Policy Research, Department of Economics, Indiana University Bloomington.
17. Gomes, Orlando, 2009. "Stability under learning: The endogenous growth problem," Economic Modelling, Elsevier, vol. 26(5), pages 807-816, September.
    • Orlando Gomes, 2008. "Stability under Learning: the Endogenous Growth Problem," Working Papers Series 1 ercwp1708, ISCTE-IUL, Business Research Unit (BRU-IUL).
18. Sinha, Arunima, 2015. "Government debt, learning and the term structure," Journal of Economic Dynamics and Control, Elsevier, vol. 53(C), pages 268-289.
19. Li, Jinfang, 2022. "The sentiment pricing dynamics with short-term and long-term learning," The North American Journal of Economics and Finance, Elsevier, vol. 63(C).
20. Davide Delle Monache & Ivan Petrella, 2014. "Adaptive Models and Heavy Tails," Birkbeck Working Papers in Economics and Finance 1409, Birkbeck, Department of Economics, Mathematics & Statistics.
    • Petrella, Ivan & Delle Monache, Davide, 2016. "Adaptive models and heavy tails," Bank of England working papers 577, Bank of England.
    • Davide Delle Monache & Ivan Petrella, 2014. "Adaptive Models and Heavy Tails," Working Papers 720, Queen Mary University of London, School of Economics and Finance.
    • Davide Delle Monache & Ivan Petrella, 2016. "Adaptive models and heavy tails," Temi di discussione (Economic working papers) 1052, Bank of Italy, Economic Research and International Relations Area.
21. Kim, Young Se, 2009. "Exchange rates and fundamentals under adaptive learning," Journal of Economic Dynamics and Control, Elsevier, vol. 33(4), pages 843-863, April.
22. 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.
23. Pfajfar, D. & Zakelj, B., 2011. "Inflation Expectations and Monetary Policy Design : Evidence from the Laboratory (Replaces CentER DP 2009-007)," Discussion Paper 2011-091, Tilburg University, Center for Economic Research.
    • Pfajfar, D. & Zakelj, B., 2011. "Inflation Expectations and Monetary Policy Design : Evidence from the Laboratory (Replaces CentER DP 2009-007)," Other publications TiSEM 24250de3-0ad7-48dc-9c2a-c, Tilburg University, School of Economics and Management.
24. 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.
25. Orlando Gomes, 2009. "Stability under learning: the neo-classical growth problem," Economics Bulletin, AccessEcon, vol. 29(4), pages 3186-3193.
    • Orlando Gomes, 2008. "Stability under Learning: the Neo-Classical Growth Problem," Working Papers Series 1 ercwp1108, ISCTE-IUL, Business Research Unit (BRU-IUL).
26. Murray, James, 2011. "Learning and judgment shocks in U.S. business cycles," MPRA Paper 29257, University Library of Munich, Germany.
27. Pfajfar, D. & Santoro, E., 2008. "Asymmetries in Inflation Expectation Formation Across Demographic Groups," Cambridge Working Papers in Economics 0824, Faculty of Economics, University of Cambridge.
28. Holtemöller, Oliver & Schult, Christoph, 2018. "Expectation formation, financial frictions, and forecasting performance of dynamic stochastic general equilibrium models," IWH Discussion Papers 15/2018, Halle Institute for Economic Research (IWH).
29. McKibbin, Warwick J. & Tan, Kang Yong, 2009. "Learning and international transmission of shocks," Economic Modelling, Elsevier, vol. 26(5), pages 1033-1052, September.
    • Warwick J. McKibbin & Kang Yong Tan, 2007. "Learning And International Transmission Shocks," CAMA Working Papers 2007-01, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
30. 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.
31. 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.
32. Tim Taylor & Richard Harrison, 2008. "Misperceptions, heterogeneous expectations and macroeconomic dynamics," 2008 Meeting Papers 710, Society for Economic Dynamics.
    • Harrison, Richard & Taylor, Tim, 2012. "Misperceptions, heterogeneous expectations and macroeconomic dynamics," Bank of England working papers 449, Bank of England.
33. Jess Benhabib & Chetan Dave, 2014. "Learning, Large Deviations and Rare Events," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 17(3), pages 367-382, July.
    • Jess Benhabib & Chetan Dave, 2011. "Learning, Large Deviations and Rare Events," NBER Working Papers 16816, National Bureau of Economic Research, Inc.
34. Emiliano Santoro & Damjan Pfajfar, 2006. "Heterogeneity and learning in inflation expectation formation: an empirical assessment," Department of Economics Working Papers 0607, Department of Economics, University of Trento, Italia.
35. Liam Graham, 2011. "Learning, information and heterogeneity," CDMA Working Paper Series 201113, Centre for Dynamic Macroeconomic Analysis.
36. Bovi, Maurizio, 2013. "Are the representative agent’s beliefs based on efficient econometric models?," Journal of Economic Dynamics and Control, Elsevier, vol. 37(3), pages 633-648.
37. Jingru Jia & Zehua Yuan, 2024. "An Experimental Study of Competitive Market Behavior Through LLMs," Papers 2409.08357, arXiv.org, revised Oct 2024.
38. Mauersberger, Felix, 2021. "Monetary policy rules in a non-rational world: A macroeconomic experiment," Journal of Economic Theory, Elsevier, vol. 197(C).
39. Schaefer, Daniel & Singleton, Carl, 2018. "Unemployment and econometric learning," Research in Economics, Elsevier, vol. 72(2), pages 277-296.
    • Singleton, Carl & Schaefer, Daniel, 2015. "Unemployment and econometric learning," MPRA Paper 63162, University Library of Munich, Germany.
    • Daniel Schaefer & Carl A. Singleton, 2016. "Unemployment and econometric learning," Edinburgh School of Economics Discussion Paper Series 267, Edinburgh School of Economics, University of Edinburgh.
40. Kobielarz, Michal, 2018. "The economics of monetary unions," Other publications TiSEM b0293536-68ec-4905-bffd-6, Tilburg University, School of Economics and Management.
41. Konstantinos Angelopoulos & Bernardo X. Fernandez & James Malley, 2010. "The distributional consequences of supply-side reforms in general equilibrium," Working Papers 2010_26, Business School - Economics, University of Glasgow, revised Jun 2012.
    • Konstantinos Angelopoulos & Bernardo X. Fernandez & Jim Malley, 2011. "The Distributional Consequences of Supply-Side Reforms in General Equilibrium," CESifo Working Paper Series 3504, CESifo.
    • Angelopoulos, Konstantinos & Fernandez, Bernardo X. & Malley, James R., 2010. "The Distributional Consequences of Supply-Side Reforms in General Equilibrium," SIRE Discussion Papers 2010-85, Scottish Institute for Research in Economics (SIRE).
42. Damjan Pfajfar & Emiliano Santoro, 2007. "Heterogeneity, Asymmetries and Learning in InfIation Expectation Formation: An Empirical Assessment," Money Macro and Finance (MMF) Research Group Conference 2006 123, Money Macro and Finance Research Group.
43. 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.
44. Liam Graham, 2011. "Individual rationality, model-consistent expectations and learning," CDMA Working Paper Series 201112, Centre for Dynamic Macroeconomic Analysis.
45. Pablo Aguilar & Luca Pensieroso, 2022. "Learning the Hard Way: Expectations and the U.S. Great Depression," LIDAM Discussion Papers IRES 2022004, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
46. Elias, Christopher J., 2016. "A heterogeneous agent exchange rate model with speculators and non-speculators," Journal of Macroeconomics, Elsevier, vol. 49(C), pages 203-223.
47. Ricardo Mestre & Peter McAdam, 2011. "Is forecasting with large models informative? Assessing the role of judgement in macroeconomic forecasts," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 30(3), pages 303-324, April.
    • McAdam, Peter & Mestre, Ricardo, 2008. "Is forecasting with large models informative? Assessing the role of judgement in macroeconomic forecasts," Working Paper Series 950, European Central Bank.
48. Fabio Milani, 2009. "The Effect of Global Output on U.S. Inflation and Inflation Expectations: A Structural Estimation," Working Papers 080920, University of California-Irvine, Department of Economics.
49. Fanelli, Luca, 2008. "Evaluating New Keynesian Phillips Curve under VAR-Based Learning," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 2, pages 1-24.
    • Fanelli, Luca, 2007. "Evaluating the New Keynesian Phillips Curve under VAR-based learning," MPRA Paper 1616, University Library of Munich, Germany.
    • Fanelli, Luca, 2008. "Evaluating the New Keynesian Phillips Curve under VAR-Based Learning," Economics Discussion Papers 2008-15, Kiel Institute for the World Economy (IfW Kiel).
50. Elias, Christopher J., 2022. "Adaptive learning with heterogeneous expectations in an estimated medium-scale New Keynesian model," Journal of Macroeconomics, Elsevier, vol. 71(C).
51. Raf Wouters & Sergey Slobodyan, 2009. "Estimating a medium–scale DSGE model with expectations based on small forecasting models," 2009 Meeting Papers 654, Society for Economic Dynamics.
52. Davide Delle Monache & Ivan Petrella, 2014. "Adaptive Models and Heavy Tails," Working Papers 720, Queen Mary University of London, School of Economics and Finance.
    • Petrella, Ivan & Delle Monache, Davide, 2016. "Adaptive models and heavy tails," Bank of England working papers 577, Bank of England.
    • Davide Delle Monache & Ivan Petrella, 2014. "Adaptive Models and Heavy Tails," Working Papers 720, Queen Mary University of London, School of Economics and Finance.
    • Davide Delle Monache & Ivan Petrella, 2016. "Adaptive models and heavy tails," Temi di discussione (Economic working papers) 1052, Bank of Italy, Economic Research and International Relations Area.
    • Davide Delle Monache & Ivan Petrella, 2014. "Adaptive Models and Heavy Tails," Birkbeck Working Papers in Economics and Finance 1409, Birkbeck, Department of Economics, Mathematics & Statistics.
53. Elias, Christopher J., 2016. "Asset pricing with expectation shocks," Journal of Economic Dynamics and Control, Elsevier, vol. 65(C), pages 68-82.
54. 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.