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Volumn 24, Issue 5-7, 2000, Pages 1007-1026

Adaptive learning of rational expectations using neural networks

Author keywords

Adaptive learning; C 45; D 83; Neural networks; Rational expectations

Indexed keywords


EID: 0345849930     PISSN: 01651889     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0165-1889(99)00034-2     Document Type: Article
Times cited : (11)

References (22)
  • 1
    • 0003354296 scopus 로고
    • Convergence to rational expectations equilibrium
    • In: Frydman, R., Phelps, E. (Eds.), Cambridge University Press, Cambridge, MA
    • Bray, M., 1983. Convergence to rational expectations equilibrium. In: Frydman, R., Phelps, E. (Eds.), Individual Forecasting and Aggregate Outcomes. Cambridge University Press, Cambridge, MA, pp. 123-132.
    • (1983) Individual Forecasting and Aggregate Outcomes , pp. 123-132
    • Bray, M.1
  • 2
    • 0000184783 scopus 로고
    • Rational expectations equilibria, learning and model specification
    • Bray M., Savin N. Rational expectations equilibria, learning and model specification. Econometrica. 54:1986;1129-1160.
    • (1986) Econometrica , vol.54 , pp. 1129-1160
    • Bray, M.1    Savin, N.2
  • 5
    • 0024861871 scopus 로고
    • Approximation by superpositions of a sigmoidal function
    • Cybenko G. Approximation by superpositions of a sigmoidal function. Mathematics of Control Signals and Systems. 2:1989;303-314.
    • (1989) Mathematics of Control Signals and Systems , vol.2 , pp. 303-314
    • Cybenko, G.1
  • 6
    • 0000741091 scopus 로고
    • Learning procedures and convergence to rationality
    • Fourgeaud C., Gourieroux C., Pradel J. Learning procedures and convergence to rationality. Econometrica. 54:1986;845-868.
    • (1986) Econometrica , vol.54 , pp. 845-868
    • Fourgeaud, C.1    Gourieroux, C.2    Pradel, J.3
  • 7
    • 0024866495 scopus 로고
    • On the approximate realization of continuous mappings by neural networks
    • Funahashi K. On the approximate realization of continuous mappings by neural networks. Neural Networks. 2:1989;183-192.
    • (1989) Neural Networks , vol.2 , pp. 183-192
    • Funahashi, K.1
  • 8
    • 0002710824 scopus 로고
    • Economic dynamics with learning: Some instability examples
    • In: Barnett, W., Cornet, B., D'Aspremont, C., Gabszewicz, J., Mas-Colell, A. (Eds.), Cambridge University Press, Cambridge, MA
    • Grandmont, J., Laroque, G., 1991. Economic dynamics with learning: some instability examples. In: Barnett, W., Cornet, B., D'Aspremont, C., Gabszewicz, J., Mas-Colell, A. (Eds.), Equilibrium Theory and Applications. Cambridge University Press, Cambridge, MA, pp. 247-273.
    • (1991) Equilibrium Theory and Applications , pp. 247-273
    • Grandmont, J.1    Laroque, G.2
  • 11
    • 0024880831 scopus 로고
    • Multilayer feedforward networks are universal approximators
    • Hornik K., Stinchcombe M., White H. Multilayer feedforward networks are universal approximators. Neural Networks. 2:1989;359-366.
    • (1989) Neural Networks , vol.2 , pp. 359-366
    • Hornik, K.1    Stinchcombe, M.2    White, H.3
  • 13
    • 0000199420 scopus 로고
    • Adaptive learning with nonlinear dynamics driven by dependend processes.
    • Kuan C.-M., White H. Adaptive learning with nonlinear dynamics driven by dependend processes. Econometrica. 62:1994;1087-1114.
    • (1994) Econometrica , vol.62 , pp. 1087-1114
    • Kuan, C.-M.1    White, H.2
  • 14
    • 84948516717 scopus 로고
    • Artificial neural networks: An econometric perspective
    • Kuan C.-M., White H. Artificial neural networks: an econometric perspective. Econometric Reviews. 13:1994;1-93.
    • (1994) Econometric Reviews , vol.13 , pp. 1-93
    • Kuan, C.-M.1    White, H.2
  • 15
    • 0017526570 scopus 로고
    • Analysis of recursive stochastic algorithms
    • Ljung L. Analysis of recursive stochastic algorithms. IIIE Transactions on Automatic Control. AC-22:1977;551-575.
    • (1977) IIIE Transactions on Automatic Control , vol.22 , pp. 551-575
    • Ljung, L.1
  • 16
    • 38249025567 scopus 로고
    • Convergence of least squares learning mechanisms in self referential linear stochastic models
    • Marcet A., Sargent T. Convergence of least squares learning mechanisms in self referential linear stochastic models. Journal of Economic Theory. 48:1989;337-368.
    • (1989) Journal of Economic Theory , vol.48 , pp. 337-368
    • Marcet, A.1    Sargent, T.2
  • 18
    • 0346777876 scopus 로고
    • Bounded rationality and learning; procedural learning
    • In: Kirman, A., Salmon, M. (Eds.), Basil Blackwell, Oxford
    • Salmon, M., 1995. Bounded rationality and learning; procedural learning. In: Kirman, A., Salmon, M. (Eds.), Learning and Rationality in Economics. Basil Blackwell, Oxford, pp. 236-275.
    • (1995) Learning and Rationality in Economics , pp. 236-275
    • Salmon, M.1
  • 20
    • 0012195187 scopus 로고
    • Some asymptotic results for learning in single hidden layer feedforward networks
    • White H. Some asymptotic results for learning in single hidden layer feedforward networks. Journal of the American Statistical Association. 84:1989;1008-1013.
    • (1989) Journal of the American Statistical Association , vol.84 , pp. 1008-1013
    • White, H.1
  • 21
    • 0025635525 scopus 로고
    • Connectionist nonparametric regression: Multilayer feedforward networks can learn arbitrary mappings
    • White H. Connectionist nonparametric regression: multilayer feedforward networks can learn arbitrary mappings. Neural Networks. 3:1990;535-550.
    • (1990) Neural Networks , vol.3 , pp. 535-550
    • White, H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.