Learning and expectations in macroeconomics

Learning and Expectations in Macroeconomics

Volumn , Issue , 2012, Pages 1-421

  Evans, George W ^a   Honkapohja, Seppo ^a  

^a NONE

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EID: 84890650528     PISSN: None     EISSN: None     Source Type: Book    
DOI: None     Document Type: Book

References (286)

1. Adam, K. (2000a): "Adaptive Expectations and Equilibrium Selection," mimeo, European University Institute.
2. Adam, K. (2000b): "Learning and Business Cycles," mimeo, European University Institute.
3. Amman, H. M., D. A. Kendrick, and J. Rust, eds. (1996): Handbook of Computational Economics, Vol. 1. Elsevier, Amsterdam.
4. Anderson, S. A., A. De Palma, and J. Thisse (1993): Discrete Choice Theory of Product Differentiation. MIT Press, Cambridge, MA.
5. Arifovic, J. (1994): "Genetic Algorithm Learning and the Cobweb Model," Journal of Economic Dynamics and Control, 18, 3-28.
6. Arifovic, J. (1995): "Genetic Algorithms and Inflationary Economies," Journal of Monetary Economics, 36, 219-243.
7. Arifovic, J. (1996): "The Behavior of the Exchange Rate in the Genetic Algorithm and Experimental Economies," Journal of Political Economy, 104, 510-541.
8. Arifovic, J. (1998): "Stability of Equilibria under Genetic Algorithm Adaption: An Analysis," Macroeconomic Dynamics, 2, 1-21.
9. Arifovic, J., J. Bullard, and J. Duffy (1997): "The Transition from Stagnation to Growth: An Adaptive Learning Approach," Journal of Economic Growth, 2, 185-209.
10. Arrow, K. J. (1986): "Rationality of Self and Others in an Economic System," Journal of Business, Supplement, 59, S385-S449.
11. Arthur, W. B. (1994): Increasing Returns and Path Dependence in the Economy. The University of Michigan Press, Ann Arbor.
12. Arthur, W. B., Y. M. Ermoliev, and Y. M. Kaniovski (1983): "On Generalized Urn Schemes of the Polya Kind," Kibernetika, 19, 49-56.
13. Arthur, W. B., Y. M. Ermoliev, and Y. M. Kaniovski (1994): "Strong Laws for a Class of Path-Dependent Stochastic Processes with Applications." In Increasing Returns and Path Dependence in the Economy, ed. W. B. Arthur, The University of Michigan Press, Ann Arbor, 185-201.
14. Azariadis, C. (1981): "Self-Fulfilling Prophecies," Journal of Economic Theory, 25, 380-396.
15. Azariadis, C. (1993): Intertemporal Macroeconomics. Blackwell, Oxford.
16. Azariadis, C., and A. Drazen (1990): "Threshold Externalities in Economic Development," Quarterly Journal of Economics, 104, 501-526.
17. Azariadis, C., and R. Guesnerie (1982): "Propheties Creatrices et Persistence des Theories," Revue Economique, 33, 787-806.
18. Azariadis, C., and R. Guesnerie. (1986): "Sunspots and Cycles," Review of Economic Studies, 53, 725737.
19. Barnett, W., B. Cornet, C. D'Aspremont, J. Gabszewicz, and A. Mas-Colell, eds. (1991): Equilibrium Theory and Applications, Proceedings ofthe Sixth International Symposium in Economic Theory and Econometrics. Cambridge University Press, Cambridge.
20. Barnett, W., J. Geweke, and K. Shell, eds. (1989): Economic Complexity: Chaos, Sunspots, Bubbles, and Nonlinearity. Cambridge University Press, Cambridge.
21. Barro, R. J., and D. B. Gordon (1983a): "A Positive Theory of Monetary Policy in a Natural Rate Model," Journal of Political Economy, 91, 589-610.
22. Barro, R. J., and D. B. Gordon. (1983b): "Rules, Discretion and Reputation in a Model of Monetary Policy," Journal of Monetary Economics, 12, 101-121.
23. Barucci, E. (1999): "Heterogeneous Beliefs and Learning in Forward-Looking Models," Journal of Evolutionary Economics, 9, 453-464.
24. Barucci, E. (2000): "Exponentially Fading Memory Learning in Forward-Looking Models," Journal of Economic Dynamics and Control, 24, 1027-1046.
25. Barucci, E., and L. Landi (1995): "Non-Parametric versus Linear Learning Devices: A Procedural Perspective," Working paper.
26. Barucci, E., and L. Landi. (1997): "Least Mean Squares Learning in Self-Referential Stochastic Models," Economics Letters, 57, 313-317.
27. Beltratti, A., S. Margarita, and P. Terna (1996): Neural Networks for Economic and Financial Modelling. International Thompson Computer Press, London.
28. Benhabib, J., and R. A. Farmer (1994): "Indeterminacy and Increasing Returns," Journal of Economic Theory, 63, 19-41.
29. Benveniste, A., M. Metivier, and P. Priouret (1990): Adaptive Algorithms and Stochastic Approximations. Springer-Verlag, Berlin.
30. Bertocchi, G., and W. Yong (1996): "Imperfect Information, Bayesian Learning and Capital Accumulation," Journal of Economic Growth, 1, 487-503.
31. Billingsley, P. (1968): Convergence of Probability Measures. John Wiley and Sons, New York.
32. Billingsley, P. (1986): Probability and Measure, second edition. John Wiley and Sons, New York.
33. Binmore, K. (1987): "Modeling Rational Players," Economics and Philosophy, 3, 179-214.
34. Blanchard, O., and C. Kahn (1980): "The Solution of Linear Difference Models under Rational Expectations," Econometrica, 48, 1305-1311.
35. Blanchard, O. J., and S. Fischer (1989): Lectures on Macroeconomics. MIT Press, Cambridge, MA.
36. Blume, L., M. Bray, and D. Easley (1982): "Introduction to Stability of Rational Expectations Equilibrium," Journal of Economic Theory, 26, 313-317.
37. Böhm, V, and J. Wenzelburger (1999): "Expectations, Forecasting, and Perfect Foresight-A Dynamical Systems Approach," Macroeconomic Dynamics, 3, 167-186.
38. Branch, W. (1999): "Local Convergence Properties of a Cobweb Model with Rational Heterogeneous Expectations," Working paper, University of Oregon.
39. Bray, M. (1982): "Learning, Estimation, and the Stability of Rational Expectations Equilibria," Journal of Economic Theory, 26, 318-339.
40. Bray, M., and D. M. Kreps (1987): "Rational Learning and Rational Expectations." In Arrow and the Ascent of Modern Economic Theory, ed. G. R. Fei-wel, New York University Press, New York, 597-625.
41. Bray, M., and N. Savin (1986): "Rational Expectations Equilibria, Learning, and Model Specification," Econometrica, 54, 1129-1160.
42. Brock, W. A., and C. H. Hommes (1997a): "Models of Complexity in Economics and Finance." In System Dynamics in Economic and Financial Models, eds. B. Hanzon, C. Heij, C. Praagman, and J. Schumacher, John Wiley and Sons, New York, 3-41.
43. Brock, W. A., and C. H. Hommes. (1997b): "A Rational Route to Randomness," Econometrica, 65,1059-1095.
44. Brock, W. A., and A. Malliaris (1989): Differential Equations, Stability and Chaos in Dynamic Economics. North-Holland, Amsterdam.
45. Brock, W. A., and L. J. Mirman (1972): "Optimal Growth under Uncertainty: The Discounted Case," Journal of Economic Theory, 4, 497-513.
46. Brockwell, P. J., and R. A. Davis (1991): Time Series: Theory and Methods, second edition. Springer-Verlag, New York.
47. Broze, L., C. Gourieroux, and A. Szafarz (1990): Reduced Forms of Rational, Expectations Models, Fundamentals of Pure and Applied Economics. Har-wood Academic Publishers, Chur, Switzerland.
48. Bryant, J. (1983): "A Simple Rational Expectations Keynes-Type Model," Quar-terly Journal of Economics, 98, 525-528.
49. Bryant, J. (1987): "The Paradox of Thrift, Liquidity Preference and Animal Spirits," Econometrica, 55, 1231-1236.
50. Bullard, J. (1992): "Time-Varying Parameters and Nonconvergence to Rational Expectations under Least Squares Learning," Economics Letters, 40, 159166.
51. Bullard, J. (1994): "Learning Equilibria," Journal of Economic Theory, 64, 468485.
52. Bullard, J., and J. Duffy (1998a): "Learning and the Stability of Cycles," Macroeconomic Dynamics, 2, 22-48.
53. Bullard, J., and J. Duffy. (1998b): "A Model of Learning and Emulation with Artificial Adaptive Agents," Journal of Economic Dynamics and Control, 22, 179-207.
54. Bullard, J., and J. Duffy. (2000): "Using Genetic Algorithms to Model the Evolution of Heterogeneous Beliefs," Computational Economics, forthcoming.
55. Bullard, J., and K. Mitra (1999): "Learning About Monetary Policy Rules," mimeo.
56. Cagan, P. (1956): "The Monetary Dynamics of Hyper-Inflation." In Studies in the Quantity Theoryof Money, ed. M. Friedman, University of Chicago Press, Chicago.
57. Carton, J. (1999): "Replicator Dynamics Learning in Muth's Model of Price Movements," Working paper, University of Oregon.
58. Cass, D., and K. Shell (1983): "Do Sunspots Matter?," Journal of Political Economy, 91, 193-227.
59. Champsaur, P. (1983): "On the Stability of Rational Expectations Equilibria," Working paper 8324, Centre for Operations Research in Economics (CORE).
60. Champsaur, P., et al., eds. (1990): Essays in Honor of Edmond Malinvaud, Vol. 1. Microeconomics. MIT Press, Cambridge, MA.
61. Chatterji, S., and S. K. Chattopadhyay (2000): "Global Stability in Spite of 'Local Instability' with Learning in General Equilibrium Models," Journal of Mathematical Economics, 33, 155-165.
62. Chen, X., and H. White (1998): "Nonparametric Adaptive Learning with Feedback," Journal of Economic Theory, 82, 190-222.
63. Cheysson, E. (1887): "La Statistique Geometrique: Ses Applications Industrielles et Commeriales," Le Genie Civil, Jan. 29 and Feb. 5, 10, 206-210 and 224-228.
64. Chiang, A. C. (1984): Fundamental Methods of Mathematical Economics,third edition. McGraw-Hill, New York.
65. Chiappori, P., and R. Guesnerie (1991): "Sunspot Equilibria in Sequential Market Models." In Handbook of Mathematical Economics, ed. W. Hildenbrand and H. Sonnenschein, North-Holland, Amsterdam, 1683-1762.
66. Cho, I.-K. (1995): "Perceptrons Play the Repeated Prisoner's Dilemma," Journal of Economic Theory, 67, 266-284.
67. Cho, I.-K., and T. J. Sargent (1996a): "Learning to be Credible," Working paper.
68. Cho, I.-K., and T. J. Sargent (1996b): "Neural Networks for Encoding and Adapting in Dynamic Economies." In Handbook of Computational Economics, ed. H. M. Amman, D. A. Kendrick, and J. Rust, 441-470.
69. Cho, I.-K., and T. J. Sargent (1999): "Escaping Nash Inflation," Working paper.
70. Chung, H. (1990): "Did Policy Makers Really Believe in the Phillips Curve? An Econometrics Test," Ph.D. dissertation, University of Minnesota.
71. Clarida, R., J. Gali, and M. Gertler (1999): "The Science of Monetary Policy: A New Keynesian Perspective," Journal of Economic Literature, 37, 16611707.
72. Coddington, E. A. (1961): An Introduction to Ordinary Differential Equations. Prentice-Hall, Englewood Cliffs, NJ.
73. Cooper, R. (1999): Cooperation Games: Complementarities and Macroeconomics. Cambridge University Press, Cambridge.
74. Cooper, R., and A. John (1988): "Coordinating Coordination Failures in Keynesian Models," Quarterly Journal of Economics, 113, 441-464.
75. Crawford, V. P. (1995): "Adaptive Dynamics in Coordination Games," Econometrica, 63, 103-143.
76. Currie, D., A. Garratt, and S. Hall (1993): "Consistent Expectations and Learning in Large Scale Macroeconometric Models." In Macroeconomic Modeling and Policy Implications, eds. S. Honkapohja and M. Ingberg, North-Holland, Amsterdam, 21-42.
77. d'Autume, A. (1990): "On The Solution of Linear Difference Equations with Rational Expectations," Review of Economic Studies, 57, 677-688.
78. Davidson, J. (1994): Stochastic Limit Theory. Oxford University Press, Oxford.
79. Dawid, H. (1996): Adaptive Learningby Genetic Algorithms:Analytical Results and Applications to Economic Models. Springer-Verlag, Berlin.
80. DeCanio, S. (1979): "Rational Expectations and Learning from Experience," Quarterly Journal of Economics, 94, 47-57.
81. Diamond, P. A. (1982): "Aggregate Demand Management in Search Equilibrium," Journal of Political Economy, 90, 881-894.
82. Dixon, H., and N. Rankin, eds. (1995): The New Macroeconomics: Imperfect Markets and Policy Effectiveness. Cambridge University Press, Cambridge.
83. Doob, J. L. (1953): Stochastic Processes. Wiley, New York.
84. Dupuis, P., and R. S. Ellis (1997): A Weak Convergence Approach to the Theory of Large Deviations. Wiley, New York.
85. Ellison, G., and D. Fudenberg (1995): "Word-of-Mouth Communication and Social Learning," Quarterly Journal of Economics, 110, 93-125.
86. Evans, G. W. (1983): "The Stability of Rational Expectations in Macroeconomic Models." In Individual Forecasting and Aggregate Outcomes,"Rational Ex pectations" Reexamined, eds. R. Frydman and E. E. Phelps, Cambridge University Press, Cambridge, 67-94.
87. Evans, G. W. (1985): "Expectational Stability and the Multiple Equilibria Problem in Linear Rational Expectations Models," Quarterly Journal of Economics, 100, 1217-1233.
88. Evans, G. W. (1989): "The Fragility of Sunspots and Bubbles," Journal of Monetary Economics, 23, 297-317.
89. Evans, G. W., and R. Guesnerie (1993): "Rationalizability, Strong Rationality, and Expectational Stability," Games and Economic Behaviour, 5, 632-646.
90. Evans, G. W., and R. Guesnerie (1999): "Coordination on Saddle Path Solutions: The Eductive Viewpoint. 1-Linear Univariate Models," Working paper.
91. Evans, G. W., and S. Honkapohja (1986): "A Complete Characterization of ARMA Solutions to Linear Rational Expectations Models," Review of Eco-nomic Studies, 53, 227-239.
92. Evans, G. W., and S. Honkapohja (1992): "On the Robustness of Bubbles in Linear RE Models," International Economic Review, 33, 1-14.
93. Evans, G. W., and S. Honkapohja (1993a): "Adaptive Forecasts, Hysteresis and Endogenous Fluctuations," Federal Reserve Bank of San Francisco Economic Review, 1993(1), 3-13.
94. Evans, G. W., and S. Honkapohja (1993b): "Learning and Economic Fluctuations: Using Fiscal Policy to Steer Expectations," European Economic Review, 37, 595-602.
95. Evans, G. W., and S. Honkapohja (1994a): "Convergence of Least Squares Learning to a Nonstationary Equilibrium," Economic Letters, 46, 131-136.
96. Evans, G. W., and S. Honkapohja (1994b): "Learning, Convergence, and Stability with Multiple Rational Expectations Equilibria," European Economic Review, 38, 1071-1098.
97. Evans, G. W., and S. Honkapohja (1994c): "On the Local Stability of Sunspot Equilibria under Adaptive Learning Rules," Journal of Economic Theory, 64, 142-161.
98. Evans, G. W., and S. Honkapohja (1995a): "Adaptive Learning and Expectational Stability: An Introduction." In Learning and Rationality in Economics, eds. A. Kirman and M. Salmon, Basil Blackwood, Oxford, 102-126.
99. Evans, G. W., and S. Honkapohja (1995b): "Increasing Social Returns, Learning and Bifurcation Phenomena." In Learning and Rationality in Economics, eds. A. Kirman and M. Salmon, Basil Blackwood, Oxford, 216-235.
100. Evans, G. W., and S. Honkapohja (1995c): "Local Convergence of Recursive Learning to Steady States and Cycles in Stochastic Nonlinear Models," Econometrica, 63, 195-206.
101. Evans, G. W., and S. Honkapohja (1997): "Least Squares Learning with Heterogeneous Expectations," Economic Letters, 52, 197-201.
102. Evans, G. W., and S. Honkapohja (1998a): "Convergence of Learning Algorithms without a Projection Facility," Journal of Mathematical Economics, 30, 59-86.
103. Evans, G. W., and S. Honkapohja (1998b): "Economic Dynamics with Learning: New Stability Results," Review of Economic Studies, 65, 23-44.
104. Evans, G. W., and S. Honkapohja (1998c): "Stochastic Gradient Learning in the Cobweb Model," Economic Letters, 61, 333-337.
105. Evans, G. W., and S. Honkapohja (1999): "Learning Dynamics." In Handbook of Macroeconomics, eds. J. Taylor and M. Woodford, Elsevier, Amsterdam, Vol. 1, 449-542.
106. Evans, G. W., and S. Honkapohja (2000): "Convergence for Difference Equations with Vanishing Time Dependence, with Applications to Adaptive Learning," Economic Theory, 15, 717-725.
107. Evans, G. W., S. Honkapohja, and R. Marimon (2000): "Convergence in Monetary Inflation Models with Heterogeneous Learning Rules," Macroeconomic Dynamics, forthcoming.
108. Evans, G. W., S. Honkapohja, and P. Romer (1998): "Growth Cycles," American Economic Review, 88, 495-515.
109. Evans, G. W., S. Honkapohja, and T. J. Sargent (1993): "On the Preservation of Deterministic Cycles When Some Agents Perceive Them to be Random Fluctuations," Journal of Economic Dynamics and Control, 17, 705-721.
110. Evans, G. W., and G. Ramey (1992): "Expectations Calculation and Currency Collapse," American Economic Review, 82, 207-224.
111. Evans, G. W., and G. Ramey (1995): "Expectation Calculation, Hyperinflation and Currency Collapse." In The New Macroeconomics: Imperfect Markets and Policy Effectiveness, eds. H. Dixon and N. Rankin, Cambridge University Press, Cambridge, 307-336.
112. Evans, G. W., and G. Ramey (1998a): "Adaptive Expectations, Underparameter-ization and the Lucas Critique," mimeo.
113. Evans, G. W., and G. Ramey (1998b): "Calculation, Adaptation and Rational Expectations," Macroeconomic Dynamics, 2, 156-182.
114. Ezekiel, M. (1938): "The Cobweb Theorem," Quarterly Journal of Economics, 52, 255-280.
115. Farmer, R. E. (1999): The Economics of Self-Fulfilling Prophecies, second edition. MIT Press, Cambridge, MA.
116. Farmer, R. E., and J.-T. Guo (1994): "Real Business Cycles and the Animal Spirits Hypothesis," Journal of Economic Theory, 63, 42-72.
117. Feiwel, G. R., ed. (1987): Arrow and the Ascent of Modern Economic Theory. New York University Press, New York.
118. Feldman, M. (1987a): "Bayesian Learning and Convergence to Rational Expectations," Journal of Mathematical Economics, 16, 297-313.
119. Feldman, M. (1987b): "An Example of Convergence to Rational Expectations with Heterogeneous Beliefs," International Economic Review, 28, 635-650.
120. Fisher, I. (1930): Theoryof Interest. Macmillan, New York.
121. Fourgeaud, C, C. Gourieroux, and J. Pradel (1986): "Learning Procedures and Convergence to Rationality," Econometrica, 54, 845-868.
122. Franke, R. (2000): "Equilibrium Selection Under Cyclical Disequilibrium Dynamics," Oxford Economic Papers, forthcoming.
123. Friedman, B. M. (1979): "Optimal Expectations and the Extreme Information Assumptions of 'Rational Expectations' Macromodels," Journal of Monetary Economics, 5, 63-41.
124. Friedman, M., ed. (1956): Studies in the Quantity Theory of Money. University of Chicago Press, Chicago.
125. Friedman, M., ed. (1957): Theory of the Consumption Function. Princeton University Press, Princeton.
126. Frydman, R., and E. S. Phelps (1983): Individual Forecasting and Aggregate Outcomes, "Rational Expectations"Reexamined. Cambridge University Press, Cambridge.
127. Fuchs, G. (1977): "Formation of Expectations: A Model in Temporary General Equilibrium Theory," Journal of Mathematical Economics, 4, 167-187.
128. Fuchs, G. (1979): "Is Error Learning Behavior Stabilizing?," Journal of Economic Theory, 20, 300-317.
129. Fuchs, G., and G. Laroque (1976): "Dynamics of Temporary Equilibria and Expectations," Econometrica, 44, 1157-1178.
130. Fudenberg, D., and D. K. Levine (1998): Theory of Learning in Games. MIT Press, Cambridge, MA.
131. Futia, C. (1982): "Invariant Distributions and the Limiting Behavior of Marko-vian Economic Models," Econometrica, 50, 377-408.
132. Gale, D. (1996): "What Have We Learned from Social Learning?," European Economic Review, 40, 617-628.
133. Garratt, A., and S. Hall (1997): "E-Equilibria and Adaptive Expectations: Output and Inflation in the LBS Model," Journal of Economic Dynamics and Control, 21, 1149-1171.
134. Gottfries, N. (1985): "Multiple Perfect Foresight Equilibriums and Convergence of Learning Processes," Journal of Money, Credit, and Banking, 17,111-117.
135. Gourieroux, C., J. Laffont, and A. Monfort (1982): "Rational Expectations in Dynamic Linear Models: Analysis of the Solutions," Econometrica, 50,409425.
136. Grandmont, J.-M. (1985): "On Endogenous Competitive Business Cycles," Econometrica, 53, 995-1045.
137. Grandmont, J.-M. (1986): "Stabilizing Competitive Business Cycles," Journal of Eco-nomic Theory, 40, 57-76.
138. Grandmont, J.-M., ed. (1988): Temporary Equilibrium: Selected Readings. Academic Press, New York.
139. Grandmont, J.-M. (1998): "Expectations Formation and Stability of Large Socioeconomic Systems," Econometrica, 66, 741-781.
140. Grandmont, J.-M., and G. Laroque (1986): "Stability of Cycles and Expectations," Journal of Economic Theory, 40, 138-151.
141. Grandmont, J.-M., and G. Laroque (1990): "Stability, Expectations, and Predetermined Variables." In Essays in Honor of Edmond Malinvaud, eds. P. Champsaur et al., MIT Press, Cambridge, MA, 71-92.
142. Grandmont, J.-M., and G. Laroque (1991): "Economic Dynamics with Learning: Some Instability Examples." In Equilibrium Theory and Applications, Proceedings of the Sixth International Symposium in Economic Theoryand Econometrics, eds. W. Barnett et al., Cambridge University Press, Cambridge, 247-273.
143. Griliches, Z., and M. Intriligator (1986): Handbook of Econometrics, Vol. 3. North-Holland, Amsterdam.
144. Grimmett, G., and D. Stirzaker (1992): Probability and Random Processes. Oxford University Press, Oxford.
145. Guckenheimer, J., and P. Holmes (1983): Nonlinear Oscillations, Dynamical Systems and Bifurcations of Vector Fields. Springer-Verlag, New York.
146. Guesnerie, R. (1992): "An Exploration of the Eductive Justifications of the Rational-Expectations Hypothesis," American Economic Review, 82, 12541278.
147. Guesnerie, R. (1999): "Anchoring Economic Predictions in Common Knowledge," Working paper, DELTA, Paris. Guesnerie, R., and M. Woodford (1991): "Stability of Cycles with Adaptive Learning Rules." In Equilibrium Theory and Applications, Proceedings of the Sixth International Symposium in Economic Theory and Econometrics, eds. W. Barnett et al., Cambridge University Press, Cambridge, 111-134.
148. Guesnerie, R. (1992): "Endogenous Fluctuations." In Advances in Economic Theory: Sixth World Congress, ed. J.-J. Laffont, Cambridge University Press, Cambridge, 289-412.
149. Hahn, W. (1963): Theory and Application of Liapunov's Direct Method. Prentice-Hall, Englewood Cliffs, NJ.
150. Hahn, W. (1967): Stabilityof Motion. Springler-Verlag, Berlin.
151. Hall, S., and A. Garratt (1995): "Model Consistent Learning and Regime Switching in the London Business School Model," Economic Modelling, 12, 87-96.
152. Haltiwanger, J., and M. Waldman (1989): "Limited Rationality and Strategic Complements: The Implications for Macroeconomics," Quarterly Journal of Economics, 104, 463-483.
153. Hamilton, J. D. (1994): Time Series Analysis. Princeton University Press, Princeton, NJ.
154. Hanzon, B., C. Heij, C. Praagman, and J. Schumacher, eds. (1997): System Dynamics in Economic and Financial Models. John Wiley and Sons, New York.
155. Hart, O. D. (1982): "A Model of Imperfect Competition with Keynesian Features," Quarterly Journal of Economics, 97, 109-138.
156. Harvey, A. C. (1981): Time Series Models. Philip Allan Publishers Ltd., Oxford.
157. Hebert, R. F. (1973): "Wage Cobwebs and Cobweb-Type Phenomena: An Early French Formulation," Western Economic Journal, 11, 394-403.
158. Heinemann, M. (2000a): "Adaptive Learning of Rational Expectations Using Neural Networks," Journal of Economic Dynamics and Control, 24, 10071026.
159. Heinemann, M. (2000b): "Convergence of Adaptive Learning and Expectational Stability: The Case of Multiple Rational Expectations Equilibria," Macroeconomic Dynamics, forthcoming.
160. Hicks, J. R. (1939): Value and Capital. Oxford University Press, Oxford.
161. Hicks, J. R. (1965): Capital and Growth. Oxford University Press, Oxford.
162. Hildenbrand, W., and H. Sonnenschein, eds. (1991): Handbook of Mathematical Economics, Vol. IV. North-Holland, Amsterdam.
163. Hirsch, M. W., and S. Smale (1974): Differential Equations, Dynamic Systems and Linear Algebra. Academic Press, Orlando, FL.
164. Holland, J. H. (1992): Adaptation in Natural and Artificial Systems. MIT Press, Cambridge, MA.
165. Hommes, C. H., and G. Sorger (1997): "Consistent Expectations Equilibria," Macroeconomic Dynamics, 2, 287-321.
166. Honkapohja, S., and M. Ingberg, eds. (1993): Macroeconomic Modeling and Policy Implications. North-Holland, Amsterdam.
167. Honkapohja, S., and K. Mitra (1999): "Learning with Bounded Memory in Stochastic Models," Working paper, University of Helsinki.
168. Honkapohja, S., and A. Turunen-Red (1999): "Complementarity, Growth and Trade," Working paper, University of Helsinki.
169. Horn, R., and C. Johnson (1985): Matrix Analysis. Cambridge University Press, Cambridge.
170. Horn, R., and C. Johnson (1991): Topics in Matrix Analysis. Cambridge University Press, Cambridge.
171. Howitt, P. (1992): "Interest Rate Control and Nonconvergence to Rational Expectations," Journal of Political Economy, 100, 776-800.
172. Howitt, P., and R. P. McAfee (1992): "Animal Spirits," American Economic Review, 82, 493-507.
173. Hurwicz, L. (1946): "Theory of the Firm and of Investment," Econometrica, 14, 109-136.
174. Judd, K. (1985): "The Law of Large Numbers with a Continuum of IID Random Variables," Journal of Economic Theory, 35, 19-25.
175. Jun, B., and X. Vives (1996): "Learning and Convergence to a Full-Information Expectations are not Equivalent," Review of Economic Studies, 63, 653-674.
176. Kaldor, N. (1940): "A Model of the Trade Cycle," Economic Journal, 50,78-92.
177. Kalecki, M. (1935): "A Macrodynamic Theory of Business Cycles," Econometrica, 3, 327-344.
178. Karatzas, I., and S. E. Shreve (1988): Brownian Motion and Stochastic Calculus. Springer-Verlag, Berlin.
179. Keynes, J. M. (1936): The General Theory of Employment, Interest and Money. Macmillan, London.
180. Keynes, J. M. (1937): "The General Theory of Employment," Quarterly Journal of Economics, 51, 209-223.
181. Kiefer, J., and J. Wolfowitz (1952): "Stochastic Estimation of the Modulus of a Regression Function," Annals of Mathematical Statistics, 23, 462-466.
182. Kingman, J. F. C., and S. J. Taylor (1973): Introduction to Measure and Probability. Cambridge University Press, Cambridge.
183. Kirman, A., and M. Salmon, eds. (1995): Learning and Rationality in Economics. Basil Blackwell, Oxford.
184. Kirman, A. P. (1995): "Learning in Oligopoly: Theory, Simulation, and Experimental Evidence." In Learning and Rationality in Economics, eds. A. Kirman and M. Salmon, Basil Blackwell, Oxford, 127-178.
185. Kiyotaki, N., and R. Wright (1989): "On Money as a Medium of Exhange," Journal of Political Economy, 97, 927-954.
186. Krasovskii, N. (1963): Stabilityof Motion. Stanford University Press, Stanford, CA.
187. Kreps, D., and K. Wallis, eds. (1997): Advances in Economics and Econometrics: Theory and Applications, Vol. I. Cambridge University Press, Cambridge.
188. Kuan, C.-M., and H. White (1994): "Adaptive Learning with Nonlinear Dynamics Driven by Dependent Processes," Econometrica, 62, 1087-1114.
189. Kurz, M., ed. (1997): Endogenous Economic Fluctuations. Studies in the Theory of Rational Beliefs. Springer-Verlag, Berlin.
190. Kushner, H., and D. Clark (1978): Stochastic Approximation Methods for Constrained and Unconstrained Systems. Springer-Verlag, Berlin.
191. Kushner, H. J., and G. G. Yin (1997): Stochastic Approximation Algorithms and Applications. Springer-Verlag, Berlin.
192. Kydland, F. E., and E. C. Prescott (1977): "Rules Rather Than Discretion: The Inconsistency of Optimal Plans," Journal of Political Economy, 85,473-491.
193. Laffont, J.-J., ed. (1992): Advances in Economic Theory: Sixth World Congress, Vol. 2. Cambridge University Press, Cambridge.
194. LaSalle, J. P. (1992): The Stability and Control of Discrete Processes. Springer-Verlag, New York.
195. Lettau, M. (1997): "Explaining the Facts with Adaptive Agents: The Case of Mutual Funds Flows," Journal of Economic Dynamics and Control, 21, 1117-1147.
196. Lettau, M., and H. Uhlig (1999): "Rules of Thumb and Dynamic Programming," American Economic Review, 89, 148-174.
197. Lettau, M., and T. Van Zandt (1999): "Robustness of Adaptive Expectations as an Equilibrium Selection Device," Working paper.
198. Lindahl, E. (1939): Studies in the Theory of Money and Capital. Allen and Unwin, London.
199. Ljung, L. (1977): "Analysis of Recursive Stochastic Algorithms," IEEE Transactions on Automatic Control, 22, 551-575.
200. Ljung, L., G. Pflug, and H. Walk (1992): Stochastic Approximation and Optimization of Random Systems. Birkhauser, Basel.
201. Ljung, L., and T. Söderström (1983): Theory and Practice of Recursive Identification. MIT Press, Cambridge, MA.
202. Loasby, B. (1976): Choice, Complexity and Ignorance. Cambridge University Press, Cambridge.
203. Lucas, Jr., R. E. (1972): "Expectations and the Neutrality of Money," Journal of Economic Theory, 4, 103-124.
204. Lucas, Jr., R. E. (1973): "Some International Evidence on Output-Inflation Trade-offs," American Economic Review, 63, 326-334.
205. Lucas, Jr., R. E. (1978): "Asset Prices in an Exchange Economy," Econometrica, 46, 1429-1445.
206. Lucas, Jr., R. E. (1981): Studies in Business Cycle Theory. MIT Press, Cambridge, MA.
207. Lucas, Jr., R. E. (1986): "Adaptive Behavior and Economic Theory," Journal of Business, Supplement, 59, S401-S426.
208. Lucas, Jr., R. E., and T. J. Sargent, eds. (1981): Rational Expectations and Econometric Practice. University of Minnesota Press, Minneapolis.
209. Magnus, J., and H. Neudecker (1988): Matrix Differential Calculus. Wiley, New York.
210. Manski, C., and D. McFadden, eds. (1981): Structural Analysis of Discrete Data with Econometric Applications. MIT Press, Cambridge, MA.
211. Marcet, A., and J. P. Nicolini (1998): "Recurrent Hyperinflations and Learning," Working paper 1875, CEPR.
212. Marcet, A., and T. J. Sargent (1989a): "Convergence of Least Squares Learning and the Dynamic of Hyperinflation." In Economic Complexity: Chaos, Sunspots, Bubbles, and Nonlinearity, eds. W. Barnett, J. Geweke, and K. Shell, Cambridge University Press, Cambridge, 119-137.
213. Marcet, A., and T. J. Sargent (1989b): "Convergence of Least-Squares Learning in Environments with Hidden State Variables and Private Information," Journal of Political Economy, 97,1306-1322.
214. Marcet, A., and T. J. Sargent (1989c): "Convergence of Least-Squares Learning Mechanisms in Self Referential Linear Stochastic Models," Journal of Economic Theory, 48, 337-368.
215. Marcet, A., and T. J. Sargent (1995): "Speed of Convergence of Recursive Least Squares: Learning with Autoregressive Moving-Average Perceptions." In Learning and Rationality in Economics, eds. A. Kirman and M. Salmon, Basil Blackwell, Oxford, 179-215.
216. Margaritis, D. (1987): "Strong Convergence of Least Squares Learning to Rational Expectations," Economics Letters, 23, 157-161.
217. Margaritis, D. (1990): "A Time Varying Model of Rational Learning," Economics Letters, 33, 309-314.
218. Marimon, R. (1997): "Learning from Learning in Economics." In Advances in Economics and Econometrics: Theory and Applications, eds. D. Kreps and K. Wallis, Cambridge University Press, Cambridge, 278-315.
219. Marimon, R., E. McGrattan, and T. Sargent (1989): "Money as Medium of Exchange with Artificially Intelligent Agents," Journal of Economic Dynamics and Control, 14, 329-373.
220. Marimon, R., and A. Scott, eds. (1999): Computational Methods for the Study of Dynamic Economies. Oxford University Press, Oxford.
221. Marimon, R., S. E. Spear, and S. Sunder (1993): "Expectationally Driven Market Volatility: An Experimental Study," Journal of Economic Theory, 61, 74103.
222. Marimon, R., and S. Sunder (1993): "Indeterminacy of Equilibria in a Hyperinflationary World: Experimental Evidence," Econometrica, 61, 1073-1107.
223. Marimon, R., and S. Sunder (1994): "Expectations and Learning under Alternative Monetary Regimes: An Experimental Approach," Economic Theory, 4, 131-162.
224. McCafferty, S., and R. Driskill (1980): "Problems of Existence and Uniqueness in Nonlinear Rational Expectations Models," Econometrica, 48, 1313-1317.
225. McCallum, B. T. (1983): "On Nonuniqueness in Linear Rational Expectations Models: An Attempt at Perspective," Journal of Monetary Economics, 11, 134-168.
226. McCallum, B. T. (1998): "Solutions to Linear Rational Expectations Models: A Compact Exposition," Economics Letters, 61, 143-147.
227. McCallum, B. T. (1999): "Role of Minimal State Variable Criterion in Rational Expectations Models," International Tax and Public Finance, 6, 621-639.
228. McGough, B. (1999): "Statistical Learning and Time Varying Parameters," Working paper, University of Oregon.
229. McLennan, A. (1984): "Price Dispersion and Incomplete Learning in the Long Run," Journal of Economic Dynamics and Control, 7, 331-347.
230. Moore, B. J. (1993): "Least-Squares Learning and the Stability of Equilibria with Externalities," Review of Economic Studies, 60, 197-208.
231. Moreno, D., and M. Walker (1994): "Two Problems in Applying Ljung's 'Projection Algorithms' to the Analysis of Decentralized Learning," Journal of Economic Theory, 62, 420-427.
232. Muth, J. F. (1961): "Rational Expectations and the Theory of Price Movements," Econometrica, 29, 315-335.
233. Nerlove, M. (1958): The Dynamics of Supply: Estimation ofthe Farmers' Response to Price. Johns Hopkins University Press, Baltimore.
234. Neveu, J. (1965): Mathematical Foundations ofthe Calculus of Probability. Holden-Day, San Francisco.
235. Nyarko, Y. (1991): "Learning in Mis-Specified Models and the Possibility of Cycles," Journal of Economic Theory, 55, 416-427.
236. Nyarko, Y. (1997): "Convergence in Economic Models with Bayesian Hierarchies of Beliefs," Journal of Economic Theory, 74, 266-296.
237. Oksendal, B. (1998): Stochastic Differential Equations: An Introduction with Applications. Springer-Verlag, Berlin.
238. Packalen, M. (1998): "Adaptive Learning of Rational Expectations: A Neural Network Approach," mimeo, University of Helsinki.
239. Packalen, M. (2000): "On the Learnability of Rational Expectations Equilibria in Three Business Cycle Models," Research report no. 87, University of Helsinki.
240. Pesaran, M. H. (1981): "Identification of Rational Expectations Models," Journal of Econometrics, 16, 375-398.
241. Pesaran, M. H. (1987): The Limits to Rational Expectations. Blackwell, Oxford.
242. Robbins, H., and S. Monro (1951): "A Stochastic Approximation Method," Annals of Mathematical Statistics, 22, 400-407.
243. Romer, D. (1995): Advanced Macroeconomics. McGraw-Hill, New York.
244. Salge, M. (1997): Rational Bubbles. Theoretical Basis, Economic Relevance and Empirical Evidence with Special Emphasis on the German Stock Market. Springer-Verlag, Berlin.
245. Salmon, M. (1995): "Bounded Rationality and Learning; Procedural Learning." In Learning and Rationalityin Economics, eds. A. Kirman and M. Salmon, Basil Blackwell, Oxford, 236-275.
246. Sargent, T. J. (1973): "Rational Expectations, the Real Rate of Interest and the Natural Rate of Unemployment," Brookings Papers on Economic Activity ,2, 429-472.
247. Sargent, T. J. (1987): Macroeconomic Theory, second edition. Academic Press, New York.
248. Sargent, T. J. (1991): "Equilibrium with Signal Extraction from Endogenous Variables," Journal of Economic Dynamics and Control, 15, 245-273.
249. Sargent, T. J. (1993): Bounded Rationality in Macroeconomics. Oxford University Press, Oxford.
250. Sargent, T. J. (1999): The Conquest of American Inflation. Princeton University Press, Princeton, NJ.
251. Sargent, T. J., and N. Wallace (1975): "'Rational Expectations,' the Optimal Monetary Instrument and the Optimal Money Supply Rule," Journal of Political Economy, 83, 241-254.
252. Schleifer, A. (1986): "Implementation Cycles," Journal of Political Economy, 94, 1163-1190.
253. Schönhofer, M. (1999): "Chaotic Learning Equilibria," Journal of Economic Theory, 89, 1-20.
254. Schumpeter, J. A. (1954): History of Economic Analysis. Allen and Unwin, London.
255. Sethi, R., and R. Franke (1995): "Behavioral Heterogeneity under Evolutionary Pressure: Macroeconomic Implications of Costly Optimization," Economic Journal, 105, 583-600.
256. Shell, K. (1977): "Monnaie et Allocation Intertemporelle," Working paper, CNRS Seminaire de E. Malinvaud, Paris.
257. Sims, C. A. (1988): "Projecting Policy Effects with Statistical Models," Revista de Analisis Economico, 3, 9-20.
258. Solow, R. (1956): "A Contribution to the Theory of Economic Growth," Quar-terly Journal of Economics, 70, 65-94.
259. Solow, R. (1957): "Technical Change and the Aggregate Production Function," Review of Economics and Statistics, 39, 312-320.
260. Spear, S. E. (1984): "Sufficient Conditions for the Existence of Sunspot Equilibria," Journal of Economic Theory, 34, 360-370.
261. Stokey, N., and R. E. Lucas Jr. (1989): Recursive Methods in Economic Dynamics. Harvard University Press, Cambridge, MA.
262. Taylor, J. (1975): "Monetary Policy during a Transition to Rational Expectations," Journal of Political Economy, 83, 1009-1021.
263. Taylor, J. (1977): "Conditions for Unique Solutions in Stochastic Macroeconomic Models with Rational Expectations," Econometrica, 45, 1377-1386.
264. Taylor, J. (1980): "Aggregate Dynamics and Staggered Contracts," Journal of Political Economy, 88, 1-23.
265. Taylor, J. (1986): "New Approaches to Stabilization Policy in Stochastic Models of Macroeconomic Fluctuations." In Handbook of Econometrics, eds. Z. Griliches and M. Intriligator, North-Holland, Amsterdam, 1997-2055.
266. Taylor, J., and M. Woodford, eds. (1999): Handbook of Macroeconomics, Vol. 1. Elsevier, Amsterdam.
267. Thornton, H. (1939): An Enquiry into the Nature and Effects of the Paper Credit of Great Britain. Allen and Unwin, London.
268. Tillmann, G. (1983): "Stability in a Simple Pure Consumption Loan Model," Journal of Economic Theory, 30, 315-329.
269. Timmermann, A. G. (1993): "How Learning in Financial Markets Generates Excess Volatility and Predictability in Stock Prices," Quarterly Journal of Economics, 108, 1135-1145.
270. Timmermann, A. G. (1995): "Volatility Clustering and Mean Reversion of Stock Returns in an Asset Pricing Model with Incomplete Learning," Working paper.
271. Timmermann, A. G. (1996): "Excessive Volatility and Predictability of Stock Prices in Autoregressive Dividend Models with Learning," Review of Economic Studies, 63, 523-557.
272. Townsend, R. M. (1978): "Market Anticipations, Rational Expectations, and Bayesian Analysis," International Economic Review, 19, 481-494.
273. Townsend, R. M. (1983): "Forecasting the Forecasts of Others," Journal of Political Economy, 91, 546-588.
274. Turnovsky, S. (1969): "A Bayesian Approach to the Theory of Expectations," Journal of Economic Theory, 1, 220-227.
275. Uhlig, H. (1999): "A Toolkit for Analyzing Nonlinear Dynamic Rational Expectations Models Easily." In Computational Methods for the Study of Dynamic Economies, eds. R. Marimon and A. Scott, Oxford University Press, Oxford, 150-200.
276. Van Huyck, J. B., R. C. Battalio, and R. Beil (1990): "Tacit Coordination Games, Strategic Uncertainty, and Coordination Failure," American Economic Review, 80, 234-248.
277. Van Huyck, J. B., R. C. Battalio, and R. Beil (1991): "Strategic Uncertainty, Equilibrium Selection Principles, and Coordination Failure in Average Opinion Games," Quarterly Journal of Economics, 106, 885-910.
278. Van Huyck, J. B., J. P. Cook, and R. C. Battalio (1994): "Selection Dynamics, Asymptotic Stability, and Adaptive Behaviour," Journal of Political Economy, 102, 975-1005.
279. Vives, X. (1993): "How Fast do Rational Agents Learn?," Review of Economic Studies, 60, 329-347.
280. Weitzman, M. (1982): "Increasing Returns and the Foundations of Unemployment Theory," Economic Journal, 92, 787-804.
281. White, H. (1984): Asymptotic Theory for Econometricians. Academic Press, Orlando, FL.
282. White, H. (1992): Artificial Neural Networks: Approximation and Learning Theory. Basil Blackwell, Oxford.
283. Whiteman, C. (1983): Linear Rational Expectations Models. University of Minnesota Press, Minneapolis.
284. Williams, N. (2000): "Convergence and Escape: Learning Dynamics and the Time Paths of Inflation in a Model of Monetary Policy," mimeo, University of Chicago.
285. Woodford, M. (1990): "Learning to Believe in Sunspots," Econometrica, 58, 277-307.
286. Zenner, M. (1996): Learning to Become Rational. The Case of Self-Referential Autoregressive and Non-Stationary Models. Springer-Verlag, Berlin.