Generalized Stochastic Gradient Learning

Citations

Cited by:

1. Gaballo, Gaetano, 2013. "Good luck or good policy? An expectational theory of macro volatility switches," Journal of Economic Dynamics and Control, Elsevier, vol. 37(12), pages 2755-2770.
   • Gaballo, G., 2012. "Good Luck or Good Policy? An Expectational Theory of Macro-Volatility Switches," Working papers 402, Banque de France.
2. 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.
3. Gaetano Gaballo, 2008. "Interactive Learning and Behavioral Sunspots," Department of Economic Policy, Finance and Development (DEPFID) University of Siena 1008, Department of Economic Policy, Finance and Development (DEPFID), University of Siena.
4. Sergey Slobodyan & Anna Bogomolova, & Dmitri Kolyuzhnov, 2006. "Stochastic Gradient versus Recursive Least Squares Learning," CERGE-EI Working Papers wp309, The Center for Economic Research and Graduate Education - Economics Institute, Prague.
   • Sergey Slobodyan & Anna Bogomolova & Dmitri Kolyuzhnov, 2006. "Stochastic Gradient versus Recursive Least Squares Learning," Computing in Economics and Finance 2006 446, Society for Computational Economics.
5. 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.
6. Parke, William R. & Waters, George A., 2014. "On The Evolutionary Stability Of Rational Expectations," Macroeconomic Dynamics, Cambridge University Press, vol. 18(7), pages 1581-1606, October.
   • William R. Parke & George A. Waters, 2011. "On the Evolutionary Stability of Rational Expectations," Working Paper Series 20111002, Illinois State University, Department of Economics.
7. Seppo Honkapohja & Kaushik Mitra, 2006. "Learning Stability in Economies with Heterogeneous Agents," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 9(2), pages 284-309, April.
   • Seppo Honkapohja & Kaushik Mitra, 2002. "Learning Stability in Economies with Heterogenous Agents," CESifo Working Paper Series 772, CESifo.
   • Kaushik Mitra & Seppo Honkapohja, 2004. "Learning Stability in Economies with Heterogenous Agents," Royal Holloway, University of London: Discussion Papers in Economics 04/17, Department of Economics, Royal Holloway University of London, revised Jul 2004.
   • Honkapohja, Seppo & Mitra, Kaushik, 2002. "Learning stability in economics with heterogeneous agents," Working Paper Series 120, European Central Bank.
8. 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.
9. Tetlow, Robert J. & von zur Muehlen, Peter, 2009. "Robustifying learnability," Journal of Economic Dynamics and Control, Elsevier, vol. 33(2), pages 296-316, February.
   • Robert J. Tetlow & Peter Von zur Muehlen, 2005. "Robustifying learnability," Finance and Economics Discussion Series 2005-58, Board of Governors of the Federal Reserve System (U.S.).
   • Tetlow, Robert J. & von zur Muehlen, Peter, 2006. "Robustifying learnability," Working Paper Series 593, European Central Bank.
   • Robert J. Tetlow & Peter von zur Muehlen, 2006. "Robustifying Learnability," 2006 Meeting Papers 439, Society for Economic Dynamics.
   • Peter von zur Muehlen & Robert J. Tetlow, 2005. "Robustifying Learnability," Computing in Economics and Finance 2005 437, Society for Computational Economics.
10. Dave, Chetan & Malik, Samreen, 2017. "A tale of fat tails," European Economic Review, Elsevier, vol. 100(C), pages 293-317.
11. Jaqueson K. Galimberti, 2020. "Information weighting under least squares adaptive learning," Working Papers 2020-04, Auckland University of Technology, Department of Economics.
    • 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 learning," CAMA Working Papers 2020-46, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
12. Kuang, Pei & Mitra, Kaushik, 2016. "Long-run growth uncertainty," Journal of Monetary Economics, Elsevier, vol. 79(C), pages 67-80.
    • Pei Kuang & Kaushik Mitra, 2015. "Long Run Growth Uncertainty," Discussion Papers 15-13, Department of Economics, University of Birmingham.
    • Pei Kuang & Kaushik Mitra, 2015. "Long-Run Growth Uncertainty," Discussion Papers 15-07, Department of Economics, University of Birmingham.
13. 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.
14. 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," CDMA Conference Paper Series 0808, Centre for Dynamic Macroeconomic Analysis.
    • 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," Working Papers Central Bank of Chile 504, Central Bank of Chile.
15. 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.
    • Di Pace, Frederico & Mitra, Kaushik & Zhang, Shoujian, 2016. "Adaptive learning and labour market dynamics," Bank of England working papers 633, Bank of England.
16. James B. Bullard, 2006. "The learnability criterion and monetary policy," Review, Federal Reserve Bank of St. Louis, vol. 88(May), pages 203-217.
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. Carlos Huertas Campos & Eliana González Molano & Cristhian Ruiz Cardozo, 2015. "La formación de expectativas de inflación en Colombia," Borradores de Economia 12699, Banco de la Republica.
    • Carlos Huertas Campos & Eliana González Molano & Cristhian Ruiz Cardozo, 2015. "La formación de expectativas de inflación en Colombia," Borradores de Economia 880, Banco de la Republica de Colombia.
19. Alberto Locarno, 2012. "Monetary policy in a model with misspecified, heterogeneous and ever-changing expectations," Temi di discussione (Economic working papers) 888, Bank of Italy, Economic Research and International Relations Area.
20. Pfajfar, Damjan & Žakelj, Blaž, 2014. "Experimental evidence on inflation expectation formation," Journal of Economic Dynamics and Control, Elsevier, vol. 44(C), pages 147-168.
    • Pfajfar, D. & Zakelj, B., 2014. "Experimental evidence on inflation expectation formation," Other publications TiSEM f337739d-e15a-4461-a461-8, Tilburg University, School of Economics and Management.
21. 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.
22. Anastasios Xepapadeas & Catarina Roseta-Palma, 2013. "Instabilities and robust control in natural resource management," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 12(3), pages 161-180, December.
23. Carlos Carvalho & Stefano Eusepi & Emanuel Moench & Bruce Preston, 2023. "Anchored Inflation Expectations," American Economic Journal: Macroeconomics, American Economic Association, vol. 15(1), pages 1-47, January.
    • Carvalho, Carlos & Eusepi, Stefano & , & Preston, Bruce, 2019. "Anchored Inflation Expectations," CEPR Discussion Papers 13900, C.E.P.R. Discussion Papers.
    • Carlos Carvalho & Stefano Eusepi & Emanuel Moench & Bruce Preston, 2020. "Anchored inflation expectations," CAMA Working Papers 2020-25, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
24. Galimberti, Jaqueson K., 2019. "An approximation of the distribution of learning estimates in macroeconomic models," Journal of Economic Dynamics and Control, Elsevier, vol. 102(C), pages 29-43.
    • Jaqueson Kingeski Galimberti, 2019. "An approximation of the distribution of learning estimates in macroeconomic models," KOF Working papers 19-453, KOF Swiss Economic Institute, ETH Zurich.
25. Mele, Antonio & Molnár, Krisztina & Santoro, Sergio, 2020. "On the perils of stabilizing prices when agents are learning," Journal of Monetary Economics, Elsevier, vol. 115(C), pages 339-353.
    • Mele, Antonio & Molnar, Krisztina & Santoro, Sergio, 2014. "On the perils of stabilizing prices when agents are learning," Discussion Paper Series in Economics 1/2015, Norwegian School of Economics, Department of Economics.
    • Mele, Antonio & Molnar, Krisztina & Santoro, Sergio, 2018. "On the perils of stabilizing prices when agents are learning," Discussion Paper Series in Economics 22/2018, Norwegian School of Economics, Department of Economics.
    • Antonio Mele & Krisztina Molnar & Sergio Santoro, 2015. "On the perils of stabilizing prices when agents are learning," School of Economics Discussion Papers 0215, School of Economics, University of Surrey.
    • Antonio Mele & Krisztina Molnár & Sergio Santoro, 2015. "On the Perils of Stabilizing Prices when Agents are Learning," CESifo Working Paper Series 5173, CESifo.
26. Olena Kostyshyna & Tolga Özden & Yang Zhang, 2024. "Endogenous Credibility and Wage-Price Spirals," Staff Working Papers 24-14, Bank of Canada.
27. 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.
28. William A. Branch & George W. Evans, 2017. "Unstable Inflation Targets," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 49(4), pages 767-806, June.
29. Bullard, James & Suda, Jacek, 2016. "The stability of macroeconomic systems with Bayesian learners," Journal of Economic Dynamics and Control, Elsevier, vol. 62(C), pages 1-16.
    • James B. Bullard & Jacek Suda, 2008. "The stability of macroeconomic systems with Bayesian learners," Working Papers 2008-043, Federal Reserve Bank of St. Louis.
    • James Bullard & Jacek Suda, 2015. "The stability of macroeconomic systems with Bayesian learners," NBP Working Papers 228, Narodowy Bank Polski.
    • Bullard, J.B. & Suda, J., 2011. "The Stability of Macroeconomic Systems with Bayesian Learners," Working papers 332, Banque de France.
30. 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.
31. 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.
32. Pfajfar, Damjan & Žakelj, Blaž, 2018. "Inflation Expectations And Monetary Policy Design: Evidence From The Laboratory," Macroeconomic Dynamics, Cambridge University Press, vol. 22(4), pages 1035-1075, June.
    • Damjan Pfajfar & Blaž Žakelj, 2015. "Inflation Expectations and Monetary Policy Design: Evidence from the Laboratory," Finance and Economics Discussion Series 2015-45, Board of Governors of the Federal Reserve System (U.S.).
33. Anna Bogomolova & Dmitri Kolyuzhnov, 2008. "Optimal Monetary Policy Rules: The Problem of Stability Under Heterogeneous Learning," CERGE-EI Working Papers wp379, The Center for Economic Research and Graduate Education - Economics Institute, Prague.
34. 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.
35. 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.
36. Mauersberger, Felix, 2021. "Monetary policy rules in a non-rational world: A macroeconomic experiment," Journal of Economic Theory, Elsevier, vol. 197(C).
37. Dmitri Kolyuzhnov, 2008. "Economic Dynamics Under Heterogeneous Learning: Necessary and Sufficient Conditions for Stability," CERGE-EI Working Papers wp378, The Center for Economic Research and Graduate Education - Economics Institute, Prague.
38. Evans, David & Evans, George W. & McGough, Bruce, 2022. "The RPEs of RBCs and other DSGEs," Journal of Economic Dynamics and Control, Elsevier, vol. 143(C).
39. Duffy, John & Shin, Michael, 2024. "Heterogeneous experience and constant-gain learning," Journal of Economic Dynamics and Control, Elsevier, vol. 164(C).
40. 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.
41. Evans, David & Evans, George W. & McGough, Bruce, 2021. "Learning when to say no," Journal of Economic Theory, Elsevier, vol. 194(C).
42. Sergey Slobodyan & Atanas Christev, 2006. "On learnability of E–stable equilibria," Computing in Economics and Finance 2006 451, Society for Computational Economics.
43. Dmitri Kolyuzhnov & Anna Bogomolova, 2007. "Optimal Monetary Policy Rules: The Problem of Stability under Heterogeneous Learning," 2007 Meeting Papers 713, Society for Economic Dynamics.
44. 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," Research Discussion Papers 31/2007, Bank of Finland.
    • Evans, George W. & Honkapohja, Seppo, 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," Working Papers Central Bank of Chile 504, Central Bank of Chile.
    • George W. Evans & Seppo Honkapohja, 2007. "Robust Learning Stability with Operational Monetary Policy Rules," CDMA Working Paper Series 200719, Centre for Dynamic Macroeconomic Analysis, revised 15 Jan 2008.
    • George W. Evans & Seppo Honkapohja, 2008. "Robust Learning Stability with Operational Monetary Policy Rules," CDMA Conference Paper Series 0808, Centre for Dynamic Macroeconomic Analysis.
45. 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.