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A method for solving and estimating heterogeneous agent macro models

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Cited by:

  1. Xing Guo, 2020. "Identifying Aggregate Shocks with Micro-level Heterogeneity: Financial Shocks and Investment Fluctuation," Staff Working Papers 20-17, Bank of Canada.
  2. Ralph Luetticke, 2021. "Transmission of Monetary Policy with Heterogeneity in Household Portfolios," American Economic Journal: Macroeconomics, American Economic Association, vol. 13(2), pages 1-25, April.
  3. Andreas Tryphonides, 2023. "Identifying Preferences when Households are Financially Constrained," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 51, pages 521-546, December.
  4. Papp, Tamás K. & Reiter, Michael, 2020. "Estimating linearized heterogeneous agent models using panel data," Journal of Economic Dynamics and Control, Elsevier, vol. 115(C).
  5. Marcelo Veracierto, 2020. "Computing Equilibria of Stochastic Heterogeneous Agent Models Using Decision Rule Histories," Working Paper Series WP-2020-05, Federal Reserve Bank of Chicago.
  6. Zongwu Cai & Hongwei Mei & Rui Wang, 2024. "Model Specification Tests of Heterogenous Agent Models with Aggregate Shocks under Partial Information," WORKING PAPERS SERIES IN THEORETICAL AND APPLIED ECONOMICS 202405, University of Kansas, Department of Economics, revised Feb 2024.
  7. Jesús Fernández‐Villaverde & Samuel Hurtado & Galo Nuño, 2023. "Financial Frictions and the Wealth Distribution," Econometrica, Econometric Society, vol. 91(3), pages 869-901, May.
  8. Jesús Fernández-Villaverde & Oren Levintal, 2024. "The Distributional Effects of Asset Returns," NBER Working Papers 32182, National Bureau of Economic Research, Inc.
  9. Min Fang, 2021. "Lumpy Investment, Fluctuations in Volatility and Monetary Policy," Working Papers 002001, University of Florida, Department of Economics.
  10. Zhouzhou Gu & Mathieu Lauri`ere & Sebastian Merkel & Jonathan Payne, 2024. "Global Solutions to Master Equations for Continuous Time Heterogeneous Agent Macroeconomic Models," Papers 2406.13726, arXiv.org.
  11. Jesús Fernández-Villaverde & Galo Nuño & Jesse Perla, 2024. "Taming the curse of dimensionality: quantitative economics with deep learning," Working Papers 2444, Banco de España.
  12. Giacomo Candian & Mikhail Dmitriev, 2020. "Risk Aversion, Uninsurable Idiosyncratic Risk, and the Financial Accelerator," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 37, pages 299-322, July.
  13. Laura Liu & Mikkel Plagborg-M?ller, 2021. "Full-Information Estimation of Heterogeneous Agent Models Using Macro and Micro Data," CAEPR Working Papers 2021-001 Classification- , Center for Applied Economics and Policy Research, Department of Economics, Indiana University Bloomington.
  14. Juan Carlos Parra-Alvarez & Olaf Posch & Mu-Chun Wang, 2017. "Estimation of Heterogeneous Agent Models: A Likelihood Approach," CESifo Working Paper Series 6717, CESifo.
  15. Gouin-Bonenfant, Emilien & Toda, Alexis Akira, 2018. "Pareto Extrapolation: Bridging Theoretical and Quantitative Models of Wealth Inequality," University of California at San Diego, Economics Working Paper Series qt90n2h2bb, Department of Economics, UC San Diego.
  16. Massimiliano Marcellino & Andrea Renzetti & Tommaso Tornese, 2024. "Firm Heterogeneity and Macroeconomic Fluctuations: a Functional VAR model," Papers 2411.05695, arXiv.org.
  17. Patrick Kehoe & Elena Pastorino & Pierlauro Lopez & Virgiliu Midrigan, 2018. "Asset Prices and Unemployment Fluctuations," 2018 Meeting Papers 1119, Society for Economic Dynamics.
  18. Badarinza, Cristian & Ramadorai, Tarun & Siljander, Juhana & Tripathy, Jagdish, 2024. "Behavioral lock-in: aggregate implications of reference dependence in the housing market," Bank of England working papers 1054, Bank of England.
  19. François Le Grand & Xavier Ragot, 2022. "Managing Inequality Over Business Cycles: Optimal Policies With Heterogeneous Agents And Aggregate Shocks," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 63(1), pages 511-540, February.
  20. Adrien Auclert & Bence Bardóczy & Matthew Rognlie & Ludwig Straub, 2021. "Using the Sequence‐Space Jacobian to Solve and Estimate Heterogeneous‐Agent Models," Econometrica, Econometric Society, vol. 89(5), pages 2375-2408, September.
  21. Nils Gornemann & Keith Kuester & Makoto Nakajima, 2021. "Doves for the Rich, Hawks for the Poor? Distributional Consequences of Systematic Monetary Policy," ECONtribute Discussion Papers Series 089, University of Bonn and University of Cologne, Germany.
  22. Juan Carlos Parra‐Alvarez & Olaf Posch & Mu‐Chun Wang, 2023. "Estimation of Heterogeneous Agent Models: A Likelihood Approach," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 85(2), pages 304-330, April.
  23. Böhl, Gregor, 2022. "Ensemble MCMC sampling for robust Bayesian inference," IMFS Working Paper Series 177, Goethe University Frankfurt, Institute for Monetary and Financial Stability (IMFS).
  24. Cameron Fen, 2022. "Fast Simulation-Based Bayesian Estimation of Heterogeneous and Representative Agent Models using Normalizing Flow Neural Networks," Papers 2203.06537, arXiv.org.
  25. Darracq Pariès, Matthieu & Notarpietro, Alessandro & Kilponen, Juha & Papadopoulou, Niki & Zimic, Srečko & Aldama, Pierre & Langenus, Geert & Alvarez, Luis Julian & Lemoine, Matthieu & Angelini, Elena, 2021. "Review of macroeconomic modelling in the Eurosystem: current practices and scope for improvement," Occasional Paper Series 267, European Central Bank.
  26. Daeha Cho, 2023. "Unemployment risk, MPC heterogeneity, and business cycles," Quantitative Economics, Econometric Society, vol. 14(2), pages 717-751, May.
  27. Emoto, Masakazu & Sunakawa, Takeki, 2021. "Applying the explicit aggregation algorithm to heterogeneous agent models in continuous time," Economics Letters, Elsevier, vol. 206(C).
  28. Maliar, Lilia & Maliar, Serguei, 2022. "Deep learning classification: Modeling discrete labor choice," Journal of Economic Dynamics and Control, Elsevier, vol. 135(C).
  29. Den Haan, Wouter J., 2020. "Discussion of estimating linearized heterogeneous agent models using panel data," LSE Research Online Documents on Economics 103971, London School of Economics and Political Science, LSE Library.
  30. Matthew D. Cocci & Mikkel Plagborg-M{o}ller, 2021. "Standard Errors for Calibrated Parameters," Papers 2109.08109, arXiv.org, revised Jun 2024.
  31. Takeki Sunakawa, 2020. "Applying the Explicit Aggregation Algorithm to Heterogeneous Macro Models," Computational Economics, Springer;Society for Computational Economics, vol. 55(3), pages 845-874, March.
  32. Julien Pascal, 2024. "Heterogeneity in macroeconomic models: A review of theory and computation," BCL working papers 185, Central Bank of Luxembourg.
  33. Marlon Azinovic & Luca Gaegauf & Simon Scheidegger, 2022. "Deep Equilibrium Nets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 63(4), pages 1471-1525, November.
  34. Chipeniuk, Karsten O. & Katz, Nets Hawk & Walker, Todd B., 2022. "Households, auctioneers, and aggregation," European Economic Review, Elsevier, vol. 141(C).
  35. Matthew D. Cocci & Mikkel Plagborg-Møller, 2021. "Standard Errors for Calibrated Parameters," Working Papers 2021-20, Princeton University. Economics Department..
  36. Michael Reiter, 2019. "Solving Heterogeneous Agent Models with Non-convex Optimization Problems: Linearization and Beyond %," 2019 Meeting Papers 1048, Society for Economic Dynamics.
  37. Hasumi, Ryo & Iiboshi, Hirokuni, 2019. "A Bayesian Estimation of HANK models with Continuous Time Approach:Comparison between US and Japan," MPRA Paper 92292, University Library of Munich, Germany.
  38. Farmer, Roger & Farmer, Leland, 2022. "Zoomers and Boomers: Asset Prices and Intergenerational Inequality," CEPR Discussion Papers 17594, C.E.P.R. Discussion Papers.
  39. Émilien Gouin‐Bonenfant & Alexis Akira Toda, 2023. "Pareto extrapolation: An analytical framework for studying tail inequality," Quantitative Economics, Econometric Society, vol. 14(1), pages 201-233, January.
  40. Langot, François & Malmberg, Selma & Tripier, Fabien & Hairault, Jean-Olivier, 2023. "The Macroeconomic and Redistributive Effects of Shielding Consumers from Rising Energy Prices: the French Experiment," CEPREMAP Working Papers (Docweb) 2305, CEPREMAP.
  41. Schesch, Constantin, 2024. "Pseudospectral methods for continuous-time heterogeneous-agent models," Journal of Economic Dynamics and Control, Elsevier, vol. 163(C).
  42. Laura Liu & Mikkel Plagborg‐Møller, 2023. "Full‐information estimation of heterogeneous agent models using macro and micro data," Quantitative Economics, Econometric Society, vol. 14(1), pages 1-35, January.
  43. Man Chon Iao & Yatheesan J. Selvakumar, 2024. "Estimating HANK with Micro Data," Papers 2402.11379, arXiv.org.
  44. Donggyu Lee, 2024. "Unconventional Monetary Policies and Inequality," Staff Reports 1108, Federal Reserve Bank of New York.
  45. Christian Bayer & Ralph Luetticke, 2020. "Solving discrete time heterogeneous agent models with aggregate risk and many idiosyncratic states by perturbation," Quantitative Economics, Econometric Society, vol. 11(4), pages 1253-1288, November.
  46. Maliar, Lilia & Maliar, Serguei & Winant, Pablo, 2021. "Deep learning for solving dynamic economic models," Journal of Monetary Economics, Elsevier, vol. 122(C), pages 76-101.
  47. Michał Brzoza-Brzezina & Jacek Suda, 2021. "Are DSGE models irreparably flawed?," Bank i Kredyt, Narodowy Bank Polski, vol. 52(3), pages 227-252.
  48. Karsten O. Chipeniuk & Nets Hawk Katz & Todd Bruce Walker, 2022. "Households, Auctioneers, and Aggregation," CAEPR Working Papers 2022-005 Classification-E, Center for Applied Economics and Policy Research, Department of Economics, Indiana University Bloomington.
  49. Lee, Hanbaek, 2022. "Repeated Transition Method and the Nonlinear Business Cycle with the Corporate Saving Glut," MPRA Paper 115887, University Library of Munich, Germany.
  50. Andreas Tryphonides, 2023. "Identifying Preferences when Households are Financially Constrained," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 51, pages 521-546, December.
  51. Felipe Alves & Christian Bustamante & Xing Guo & Katya Kartashova & Soyoung Lee & Thomas Michael Pugh & Kurt See & Yaz Terajima & Alexander Ueberfeldt, 2022. "Heterogeneity and Monetary Policy: A Thematic Review," Discussion Papers 2022-2, Bank of Canada.
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