Two-step estimation in linear regressions with adaptive learning
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DOI: 10.1016/j.spl.2022.109761
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- 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.
- Christopeit, Norbert & Massmann, Michael, 2018. "Estimating Structural Parameters In Regression Models With Adaptive Learning," Econometric Theory, Cambridge University Press, vol. 34(1), pages 68-111, February.
- 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.
- 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.
- Nakov, Anton & Nuño, Galo, 2014. "Learning from Experience in the Stock Market," CEPR Discussion Papers 9845, C.E.P.R. Discussion Papers.
- George William Evans, 2001.
"Expectations in Macroeconomics Adaptive versus Eductive Learning,"
Revue économique, Presses de Sciences-Po, vol. 52(3), pages 573-582.
- George W. Evans, 2001. "Expectations in Macroeconomics. Adaptive versus Eductive Learning," Revue Économique, Programme National Persée, vol. 52(3), pages 573-582.
- Chevillon, Guillaume & Mavroeidis, Sophocles, 2017. "Learning can generate long memory," Journal of Econometrics, Elsevier, vol. 198(1), pages 1-9.
- Marcet, Albert & Sargent, Thomas J., 1989. "Convergence of least squares learning mechanisms in self-referential linear stochastic models," Journal of Economic Theory, Elsevier, vol. 48(2), pages 337-368, August.
- Malmendier, Ulrike & Nagel, Stefan & Yan, Zhen, 2021.
"The making of hawks and doves,"
Journal of Monetary Economics, Elsevier, vol. 117(C), pages 19-42.
- Malmendier, Ulrike M. & Nagel, Stefan & Yan, Zhen, 2020. "The Making of Hawks and Doves," CEPR Discussion Papers 14938, C.E.P.R. Discussion Papers.
- Ulrike Malmendier & Stefan Nagel, 2016. "Learning from Inflation Experiences," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(1), pages 53-87.
- Andrews, Donald W.K., 1992.
"Generic Uniform Convergence,"
Econometric Theory, Cambridge University Press, vol. 8(2), pages 241-257, June.
- Donald W.K. Andrews, 1990. "Generic Uniform Convergence," Cowles Foundation Discussion Papers 940, Cowles Foundation for Research in Economics, Yale University.
- Chan, Nigel & Wang, Qiying, 2015. "Nonlinear regressions with nonstationary time series," Journal of Econometrics, Elsevier, vol. 185(1), pages 182-195.
- Wang, Qiying, 2021. "Least Squares Estimation For Nonlinear Regression Models With Heteroscedasticity," Econometric Theory, Cambridge University Press, vol. 37(6), pages 1267-1289, December.
- 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.
- Alexander Mayer, 2022. "Estimation and inference in adaptive learning models with slowly decreasing gains," Journal of Time Series Analysis, Wiley Blackwell, vol. 43(5), pages 720-749, September.
- Branch, William A. & Evans, George W., 2006.
"A simple recursive forecasting model,"
Economics Letters, Elsevier, vol. 91(2), pages 158-166, May.
- Wiliam Branch & George W. Evans, 2005. "A Simple Recursive Forecasting Model," University of Oregon Economics Department Working Papers 2005-3, University of Oregon Economics Department, revised 01 Feb 2005.
- Pagan, Adrian, 1984. "Econometric Issues in the Analysis of Regressions with Generated Regressors," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 25(1), pages 221-247, February.
- Davidson, James, 1993. "The Central Limit Theorem for Globally Nonstationary Near-Epoch Dependent Functions of Mixing Processes: The Asymptotically Degenerate Case," Econometric Theory, Cambridge University Press, vol. 9(3), pages 402-412, June.
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Keywords
Stochastic approximation; Nonlinear least squares; Asymptotic collinearity; Generated regressor;All these keywords.
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