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QuantEcon/lecture-python.myst lectures/_static/quant-econ.bib +% on 2026-07-24. The sync action does not carry shared assets across +% (QuantEcon/action-translation#117), so this bibliography drifts from upstream +% until backfilled by hand. +% --------------------------------------------------------------------------- + +@article{Andrews1993, + author = {Andrews, Donald W. K.}, + title = {Tests for Parameter Instability and Structural Change with Unknown Change Point}, + journal = {Econometrica}, + volume = {61}, + number = {4}, + pages = {821--856}, + year = {1993} +} + +@article{BaxterKing1999, + author = {Baxter, Marianne and King, Robert G.}, + title = {Measuring Business Cycles: Approximate Band-Pass Filters for Economic Time Series}, + journal = {Review of Economics and Statistics}, + volume = {81}, + number = {4}, + pages = {575--593}, + year = {1999} +} + +@book{BenvenisteMetivierPriouret1990, + author = {Benveniste, Albert and M\'etivier, Michel and Priouret, Pierre}, + title = {Adaptive Algorithms and Stochastic Approximations}, + publisher = {Springer-Verlag}, + address = {Berlin}, + year = {1990} +} + +@book{Bernanke2022, + author = {Bernanke, Ben S.}, + title = {21st Century Monetary Policy: The {Federal} {Reserve} from the Great Inflation to {COVID-19}}, + publisher = {W. W. Norton and Company}, + address = {New York}, + year = {2022} +} + +@article{BernankeMihov1998, + author = {Bernanke, Ben S. and Mihov, Ilian}, + title = {Measuring Monetary Policy}, + journal = {Quarterly Journal of Economics}, + volume = {113}, + number = {3}, + pages = {869--902}, + year = {1998} +} + +@article{BrockHommes1997, + author = {Brock, William A. and Hommes, Cars H.}, + title = {A Rational Route to Randomness}, + journal = {Econometrica}, + volume = {65}, + number = {5}, + pages = {1059--1095}, + year = {1997} +} + +@article{Bullard1994, + author = {Bullard, James}, + title = {Learning Equilibria}, + journal = {Journal of Economic Theory}, + volume = {64}, + number = {2}, + pages = {468--485}, + year = {1994} +} + +@article{CarboniEllison2009, + author = {Carboni, Giacomo and Ellison, Martin}, + title = {The Great Inflation and the {Greenbook}}, + journal = {Journal of Monetary Economics}, + volume = {56}, + number = {6}, + pages = {831--841}, + year = {2009} +} + +@article{CarterKohn1994, + author = {Carter, C. K. and Kohn, R.}, + title = {On {Gibbs} Sampling for State Space Models}, + journal = {Biometrika}, + volume = {81}, + number = {3}, + pages = {541--553}, + year = {1994} +} + +@article{ChoMatsui1995, + author = {Cho, In-Koo and Matsui, Akihiko}, + title = {Induction and the {Ramsey} Policy}, + journal = {Journal of Economic Dynamics and Control}, + volume = {19}, + number = {5--7}, + pages = {1113--1140}, + year = {1995} +} + +@article{ChoWilliamsSargent2002, + author = {Cho, In-Koo and Williams, Noah and Sargent, Thomas J.}, + title = {Escaping {Nash} Inflation}, + journal = {Review of Economic Studies}, + volume = {69}, + number = {1}, + pages = {1--40}, + year = {2002} +} + +@phdthesis{Chung1990, + author = {Chung, Heetaik}, + title = {Did Policy Makers Really Believe in the Phillips Curve? An Econometric Test}, + school = {University of Minnesota}, + year = {1990} +} + +@article{Clarida2000, + author = {Clarida, Richard and Gal\'{i}, Jordi and Gertler, Mark}, + title = {Monetary Policy Rules and Macroeconomic Stability: Evidence and Some Theory}, + journal = {Quarterly Journal of Economics}, + volume = {115}, + number = {1}, + pages = {147--180}, + year = {2000} +} + +@article{CogleySargent2001, + author = {Cogley, Timothy and Sargent, Thomas J.}, + title = {Evolving Post-World War {II} {U.S.} Inflation Dynamics}, + journal = {NBER Macroeconomics Annual}, + volume = {16}, + pages = {331--373}, + year = {2001} +} + +@article{CogleySargent2005, + author = {Cogley, Timothy and Sargent, Thomas J.}, + title = {Drifts and Volatilities: Monetary Policies and Outcomes in the Post {WWII} {US}}, + journal = {Review of Economic Dynamics}, + volume = {8}, + number = {2}, + pages = {262--302}, + year = {2005} +} + +@article{CogleySargentConquest2005, + author = {Cogley, Timothy and Sargent, Thomas J.}, + title = {The Conquest of {US} Inflation: Learning and Robustness to Model Uncertainty}, + journal = {Review of Economic Dynamics}, + volume = {8}, + number = {2}, + pages = {528--563}, + year = {2005} +} + +@article{CooleyPrescott1973, + author = {Cooley, Thomas F. and Prescott, Edward C.}, + title = {An Adaptive Regression Model}, + journal = {International Economic Review}, + volume = {14}, + number = {2}, + pages = {364--371}, + year = {1973} +} + +@incollection{DeLong1997, + author = {DeLong, J. Bradford}, + title = {America's Peacetime Inflation: The 1970s}, + booktitle = {Reducing Inflation: Motivation and Strategy}, + editor = {Romer, Christina D. and Romer, David H.}, + publisher = {University of Chicago Press}, + pages = {247--280}, + year = {1997} +} + +@book{DemboZeitouni1998, + author = {Dembo, Amir and Zeitouni, Ofer}, + title = {Large Deviations Techniques and Applications}, + edition = {2nd}, + publisher = {Springer-Verlag}, + address = {New York}, + year = {1998} +} + +@book{DupuisEllis1997, + author = {Dupuis, Paul and Ellis, Richard S.}, + title = {A Weak Convergence Approach to the Theory of Large Deviations}, + publisher = {John Wiley and Sons}, + address = {New York}, + year = {1997} +} + +@article{DupuisKushner1987, + author = {Dupuis, Paul and Kushner, Harold J.}, + title = {Asymptotic Behavior of Constrained Stochastic Approximations via the Theory of Large Deviations}, + journal = {Probability Theory and Related Fields}, + volume = {75}, + number = {2}, + pages = {223--244}, + year = {1987} +} + +@article{DupuisKushner1989, + author = {Dupuis, Paul and Kushner, Harold J.}, + title = {Stochastic Approximation and Large Deviations: Upper Bounds and w.p.1 Convergence}, + journal = {SIAM Journal on Control and Optimization}, + volume = {27}, + number = {5}, + pages = {1108--1135}, + year = {1989} +} + +@article{EllisonYates2007, + author = {Ellison, Martin and Yates, Tony}, + title = {Escaping Volatile Inflation}, + journal = {Journal of Money, Credit and Banking}, + volume = {39}, + number = {4}, + pages = {981--993}, + year = {2007} +} + +@book{FreidlinWentzell1998, + author = {Freidlin, Mark I. and Wentzell, Alexander D.}, + title = {Random Perturbations of Dynamical Systems}, + edition = {2nd}, + publisher = {Springer-Verlag}, + address = {New York}, + year = {1998} +} + +@book{Friedman1957, + author = {Friedman, Milton}, + title = {A Theory of the Consumption Function}, + publisher = {Princeton University Press}, + address = {Princeton, New Jersey}, + year = {1957} +} + +@article{FudenbergLevine1993, + author = {Fudenberg, Drew and Levine, David K.}, + title = {Self-Confirming Equilibrium}, + journal = {Econometrica}, + volume = {61}, + number = {3}, + pages = {523--545}, + year = {1993} +} + +@book{FudenbergLevine1998, + author = {Fudenberg, Drew and Levine, David K.}, + title = {The Theory of Learning in Games}, + publisher = {MIT Press}, + address = {Cambridge, Massachusetts}, + year = {1998} +} + +@article{Granger1966, + author = {Granger, C. W. J.}, + title = {The Typical Spectral Shape of an Economic Variable}, + journal = {Econometrica}, + volume = {34}, + number = {1}, + pages = {150--161}, + year = {1966} +} + +@article{HansenSargent1993, + author = {Hansen, Lars Peter and Sargent, Thomas J.}, + title = {Seasonality and Approximation Errors in Rational Expectations Models}, + journal = {Journal of Econometrics}, + volume = {55}, + number = {1--2}, + pages = {21--55}, + year = {1993} +} + +@article{Jacquier1994, + author = {Jacquier, Eric and Polson, Nicholas G. and Rossi, Peter E.}, + title = {Bayesian Analysis of Stochastic Volatility Models}, + journal = {Journal of Business and Economic Statistics}, + volume = {12}, + number = {4}, + pages = {371--389}, + year = {1994} +} + +@article{KandoriMailathRob1993, + author = {Kandori, Michihiro and Mailath, George J. and Rob, Rafael}, + title = {Learning, Mutation, and Long Run Equilibria in Games}, + journal = {Econometrica}, + volume = {61}, + number = {1}, + pages = {29--56}, + year = {1993} +} + +@article{Kasa2004, + author = {Kasa, Kenneth}, + title = {Learning, Large Deviations, and Recurrent Currency Crises}, + journal = {International Economic Review}, + volume = {45}, + number = {1}, + pages = {141--173}, + year = {2004} +} + +@article{KieferWolfowitz1952, + author = {Kiefer, Jack and Wolfowitz, Jacob}, + title = {Stochastic Estimation of the Maximum of a Regression Function}, + journal = {Annals of Mathematical Statistics}, + volume = {23}, + number = {3}, + pages = {462--466}, + year = {1952} +} + +@article{KimNelson1999, + author = {Kim, Chang-Jin and Nelson, Charles R.}, + title = {Has the {U.S.} Economy Become More Stable? A {Bayesian} Approach Based on a {Markov}-Switching Model of the Business Cycle}, + journal = {Review of Economics and Statistics}, + volume = {81}, + number = {4}, + pages = {608--616}, + year = {1999} +} + +@article{KingWatson1994, + author = {King, Robert G. and Watson, Mark W.}, + title = {The Post-War {U.S.} Phillips Curve: A Revisionist Econometric History}, + journal = {Carnegie-Rochester Conference Series on Public Policy}, + volume = {41}, + pages = {157--219}, + year = {1994} +} + +@incollection{Kreps1998, + author = {Kreps, David M.}, + title = {Anticipated Utility and Dynamic Choice}, + booktitle = {Frontiers of Research in Economic Theory: The Nancy L. Schwartz Memorial Lectures, 1983--1997}, + editor = {Jacobs, Donald P. and Kalai, Ehud and Kamien, Morton I.}, + publisher = {Cambridge University Press}, + address = {Cambridge}, + pages = {242--274}, + year = {1998} +} + +@book{KushnerClark1978, + author = {Kushner, Harold J. and Clark, Dean S.}, + title = {Stochastic Approximation Methods for Constrained and Unconstrained Systems}, + publisher = {Springer-Verlag}, + address = {New York}, + year = {1978} +} + +@book{KushnerYin2003, + author = {Kushner, Harold J. and Yin, G. George}, + title = {Stochastic Approximation and Recursive Algorithms and Applications}, + edition = {2nd}, + publisher = {Springer-Verlag}, + address = {New York}, + year = {2003} +} + +@incollection{Lucas1972, + author = {Lucas, Robert E., Jr.}, + title = {Econometric Testing of the Natural Rate Hypothesis}, + booktitle = {The Econometrics of Price Determination}, + editor = {Eckstein, Otto}, + publisher = {Board of Governors of the Federal Reserve System}, + address = {Washington, D.C.}, + pages = {50--59}, + year = {1972} +} + +@article{McConnellPerezQuiros2000, + author = {McConnell, Margaret M. and Perez-Quiros, Gabriel}, + title = {Output Fluctuations in the {United States}: What Has Changed Since the Early 1980's?}, + journal = {American Economic Review}, + volume = {90}, + number = {5}, + pages = {1464--1476}, + year = {2000} +} + +@incollection{McLeayTenreyro2019, + author = {McLeay, Michael and Tenreyro, Silvana}, + title = {Optimal Inflation and the Identification of the Phillips Curve}, + booktitle = {NBER Macroeconomics Annual 2018, Volume 33}, + editor = {Eichenbaum, Martin and Hurst, Erik and Parker, Jonathan A.}, + publisher = {University of Chicago Press}, + address = {Chicago}, + pages = {199--255}, + year = {2019} +} + +@inproceedings{MurrayAdamsMacKay2010, + author = {Murray, Iain and Adams, Ryan P. and MacKay, David J. C.}, + title = {Elliptical Slice Sampling}, + booktitle = {Proceedings of the Thirteenth International Conference on + Artificial Intelligence and Statistics}, + series = {Proceedings of Machine Learning Research}, + volume = {9}, + pages = {541--548}, + year = {2010} +} + +@article{Nyblom1989, + author = {Nyblom, Jukka}, + title = {Testing for the Constancy of Parameters over Time}, + journal = {Journal of the American Statistical Association}, + volume = {84}, + number = {405}, + pages = {223--230}, + year = {1989} +} + +@article{Orphanides2001, + author = {Orphanides, Athanasios}, + title = {Monetary Policy Rules Based on Real-Time Data}, + journal = {American Economic Review}, + volume = {91}, + number = {4}, + pages = {964--985}, + year = {2001} +} + +@book{Perko1996, + author = {Perko, Lawrence}, + title = {Differential Equations and Dynamical Systems}, + edition = {2nd}, + publisher = {Springer-Verlag}, + address = {New York}, + year = {1996} +} + +@article{Phelps1967, + author = {Phelps, Edmund S.}, + title = {Phillips Curves, Expectations of Inflation and Optimal Unemployment over Time}, + journal = {Economica}, + volume = {34}, + number = {135}, + pages = {254--281}, + year = {1967} +} + +@article{PhelpsTaylor1977, + author = {Phelps, Edmund S. and Taylor, John B.}, + title = {Stabilizing Powers of Monetary Policy under Rational Expectations}, + journal = {Journal of Political Economy}, + volume = {85}, + number = {1}, + pages = {163--190}, + year = {1977} +} + +@article{Primiceri2005, + author = {Primiceri, Giorgio E.}, + title = {Time Varying Structural Vector Autoregressions and Monetary Policy}, + journal = {Review of Economic Studies}, + volume = {72}, + number = {3}, + pages = {821--852}, + year = {2005} +} + +@article{Primiceri2006, + author = {Primiceri, Giorgio E.}, + title = {Why Inflation Rose and Fell: Policymakers' Beliefs and {U.S.} Postwar Stabilization Policy}, + journal = {Quarterly Journal of Economics}, + volume = {121}, + number = {3}, + pages = {867--901}, + year = {2006} +} + +@article{RobbinsMonro1951, + author = {Robbins, Herbert and Monro, Sutton}, + title = {A Stochastic Approximation Method}, + journal = {Annals of Mathematical Statistics}, + volume = {22}, + number = {3}, + pages = {400--407}, + year = {1951} +} + +@article{Rogoff1985, + author = {Rogoff, Kenneth}, + title = {The Optimal Degree of Commitment to an Intermediate Monetary Target}, + journal = {Quarterly Journal of Economics}, + volume = {100}, + number = {4}, + pages = {1169--1189}, + year = {1985} +} + +@article{SamuelsonSolow1960, + author = {Samuelson, Paul A. and Solow, Robert M.}, + title = {Analytical Aspects of Anti-Inflation Policy}, + journal = {American Economic Review}, + volume = {50}, + number = {2}, + pages = {177--194}, + year = {1960} +} + +@book{Sargent1999, + author = {Sargent, Thomas J.}, + title = {The Conquest of American Inflation}, + publisher = {Princeton University Press}, + address = {Princeton, New Jersey}, + year = {1999} +} + +@article{Sargent2008, + author = {Sargent, Thomas J.}, + title = {Evolution and Intelligent Design}, + journal = {American Economic Review}, + volume = {98}, + number = {1}, + pages = {5--37}, + year = {2008} +} + +@article{SargentWilliams2005, + author = {Sargent, Thomas J. and Williams, Noah}, + title = {Impacts of Priors on Convergence and Escapes from {Nash} Inflation}, + journal = {Review of Economic Dynamics}, + volume = {8}, + number = {2}, + pages = {360--391}, + year = {2005} +} + +@article{SargentWilliams2025, + author = {Sargent, Thomas J. and Williams, Noah}, + title = {Rationalizing {Fed} Interest Rate Decisions in the 2020s}, + journal = {Journal of Political Economy: Macroeconomics}, + year = {2025}, + note = {Forthcoming} +} + +@article{SargentWilliamsZha2006, + author = {Sargent, Thomas J. and Williams, Noah and Zha, Tao}, + title = {Shocks and Government Beliefs: The Rise and Fall of American Inflation}, + journal = {American Economic Review}, + volume = {96}, + number = {4}, + pages = {1193--1224}, + year = {2006} +} + +@article{Sims1980, + author = {Sims, Christopher A.}, + title = {Macroeconomics and Reality}, + journal = {Econometrica}, + volume = {48}, + number = {1}, + pages = {1--48}, + year = {1980} +} + +@article{Sims1988, + author = {Sims, Christopher A.}, + title = {Projecting Policy Effects with Statistical Models}, + journal = {Revista de An\'alisis Econ\'omico}, + volume = {3}, + number = {1}, + pages = {3--20}, + year = {1988} +} + +@article{Sims2001comment, + author = {Sims, Christopher A.}, + title = {Comment on {Sargent} and {Cogley's} `Evolving Post World War {II} {US} Inflation Dynamics'}, + journal = {NBER Macroeconomics Annual}, + volume = {16}, + pages = {373--379}, + year = {2001} +} + +@article{SimsZha2006, + author = {Sims, Christopher A. and Zha, Tao}, + title = {Were There Regime Switches in {U.S.} Monetary Policy?}, + journal = {American Economic Review}, + volume = {96}, + number = {1}, + pages = {54--81}, + year = {2006} +} + +@incollection{Solow1968, + author = {Solow, Robert M.}, + title = {Recent Controversy on the Theory of Inflation: An Eclectic View}, + booktitle = {Proceedings of a Symposium on Inflation: Its Causes, Consequences, and Control}, + editor = {Rousseaus, Stephen W.}, + publisher = {New York University}, + address = {New York}, + year = {1968} +} + +@article{Stock2001comment, + author = {Stock, James H.}, + title = {Discussion of {Cogley} and {Sargent} `Evolving Post World War {II} {US} Inflation Dynamics'}, + journal = {NBER Macroeconomics Annual}, + volume = {16}, + pages = {379--387}, + year = {2001} +} + +@article{StockWatson1998, + author = {Stock, James H. and Watson, Mark W.}, + title = {Median Unbiased Estimation of Coefficient Variance in a Time-Varying Parameter Model}, + journal = {Journal of the American Statistical Association}, + volume = {93}, + number = {441}, + pages = {349--358}, + year = {1998} +} + +@article{StockWatson2007, + author = {Stock, James H. and Watson, Mark W.}, + title = {Why Has {U.S.} Inflation Become Harder to Forecast?}, + journal = {Journal of Money, Credit and Banking}, + volume = {39}, + number = {S1}, + pages = {3--33}, + year = {2007} +} + +@incollection{Taylor1997comment, + author = {Taylor, John B.}, + title = {Comment on `America's Peacetime Inflation: The 1970s'}, + booktitle = {Reducing Inflation: Motivation and Strategy}, + editor = {Romer, Christina D. and Romer, David H.}, + publisher = {University of Chicago Press}, + pages = {276--280}, + year = {1997} +} + +@incollection{Tobin1968, + author = {Tobin, James}, + title = {Discussion}, + booktitle = {Proceedings of a Symposium on Inflation: Its Causes, Consequences, and Control}, + editor = {Rousseaus, Stephen W.}, + publisher = {New York University}, + address = {New York}, + year = {1968} +} + +@article{Whittle1953, + author = {Whittle, Peter}, + title = {The Analysis of Multiple Stationary Time Series}, + journal = {Journal of the Royal Statistical Society, Series B}, + volume = {15}, + number = {1}, + pages = {125--139}, + year = {1953} +} + +@article{Williams2019, + author = {Williams, Noah}, + title = {Escape Dynamics in Learning Models}, + journal = {Review of Economic Studies}, + volume = {86}, + number = {2}, + pages = {882--912}, + year = {2019} +} + +@article{Woodford1990, + author = {Woodford, Michael}, + title = {Learning to Believe in Sunspots}, + journal = {Econometrica}, + volume = {58}, + number = {2}, + pages = {277--307}, + year = {1990} +}