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Volumn 13, Issue 4, 1997, Pages 439-461

Forecasting economic time series using flexible versus fixed specification and linear versus nonlinear econometric models

Author keywords

Cointegration; Confusion rate; Linearity; Model selection; Nonlinearity; Parameter evolution; Real time forecasting

Indexed keywords


EID: 0031521391     PISSN: 01692070     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0169-2070(97)00030-7     Document Type: Article
Times cited : (172)

References (54)
  • 2
    • 0010872657 scopus 로고
    • Tests of equilibrium macroeconomics using contemporaneous monetary data
    • Boschen, H.I., Grossman, J.F., 1982. Tests of equilibrium macroeconomics using contemporaneous monetary data. Journal of Monetary Economics 10, 309-333.
    • (1982) Journal of Monetary Economics , vol.10 , pp. 309-333
    • Boschen, H.I.1    Grossman, J.F.2
  • 5
    • 34248625602 scopus 로고
    • On the limitations of comparing mean square forecast errors
    • Clements, M.P., Hendry, D.F., 1993. On the limitations of comparing mean square forecast errors. Journal of Forecasting 12, 617-637.
    • (1993) Journal of Forecasting , vol.12 , pp. 617-637
    • Clements, M.P.1    Hendry, D.F.2
  • 8
    • 0001777590 scopus 로고
    • Introducing: The survey of professional forecasters, business review
    • November-December
    • Croushore, D., 1993. Introducing: The Survey of Professional Forecasters, Business Review. The Federal Reserve Bank of Philadelphia, November-December, pp. 3-15.
    • (1993) The Federal Reserve Bank of Philadelphia , pp. 3-15
    • Croushore, D.1
  • 10
    • 0002716457 scopus 로고
    • The use of artificial neural networks for estimation of decision surfaces in first price sealed bid auctions
    • Cooper, W.W., Whinston, A. (Eds.), Kluwer, Boston
    • Dorsey, R.E., Johnson, J.D., van Boening, M.V., 1994. The use of artificial neural networks for estimation of decision surfaces in first price sealed bid auctions. In: Cooper, W.W., Whinston, A. (Eds.), New Directions in Computational Economics. Kluwer, Boston, pp. 19-40.
    • (1994) New Directions in Computational Economics , pp. 19-40
    • Dorsey, R.E.1    Johnson, J.D.2    Van Boening, M.V.3
  • 12
    • 0000128090 scopus 로고
    • Comparing information in forecasts from econometric models
    • Fair, R.C., Shiller, R.J., 1990. Comparing information in forecasts from econometric models. American Economic Review 80, 375-389.
    • (1990) American Economic Review , vol.80 , pp. 375-389
    • Fair, R.C.1    Shiller, R.J.2
  • 13
    • 9144241857 scopus 로고
    • Recent advances in modelling seasonality
    • Franses, P.H., 1995. Recent advances in modelling seasonality. Journal of Economic Surveys 10, 299-345.
    • (1995) Journal of Economic Surveys , vol.10 , pp. 299-345
    • Franses, P.H.1
  • 14
    • 0024866495 scopus 로고
    • On the approximate realization of continuous mappings by neural networks
    • Funahashi, K., 1989. On the approximate realization of continuous mappings by neural networks. Neural Networks 2, 183-192.
    • (1989) Neural Networks , vol.2 , pp. 183-192
    • Funahashi, K.1
  • 16
    • 84984416383 scopus 로고
    • Strategies for modeling nonlinear time series relationships
    • Granger, C.W.J., 1993. Strategies for modeling nonlinear time series relationships. The Economic Record 69, 233-238.
    • (1993) The Economic Record , vol.69 , pp. 233-238
    • Granger, C.W.J.1
  • 20
    • 0010805427 scopus 로고
    • Neural networks in capital markets: An application to index forecasting
    • forthcoming
    • Häfke, C., Helmenstein, C., 1994. Neural networks in capital markets: an application to index forecasting. International Journal of Forecasting (forthcoming).
    • (1994) International Journal of Forecasting
    • Häfke, C.1    Helmenstein, C.2
  • 21
    • 0001309573 scopus 로고
    • On market timing and investment performance. II. Statistical procedures for evaluating forecasting skills
    • Henriksson, R.D., Merton, R.C., 1981. On market timing and investment performance. II. Statistical procedures for evaluating forecasting skills. Journal of Business 54, 513-533.
    • (1981) Journal of Business , vol.54 , pp. 513-533
    • Henriksson, R.D.1    Merton, R.C.2
  • 22
    • 21444459626 scopus 로고    scopus 로고
    • Assessing forecast performance in a cointegrated system
    • Hoffman, D.L., Rasche, R.H., 1996. Assessing forecast performance in a cointegrated system. Journal of Applied Econometrics 11, 495-517.
    • (1996) Journal of Applied Econometrics , vol.11 , pp. 495-517
    • Hoffman, D.L.1    Rasche, R.H.2
  • 23
    • 0024880831 scopus 로고
    • Multilayer feedforward networks are universal approximates
    • Hornik, K., Stinchcombe, M., White, H., 1989. Multilayer feedforward networks are universal approximates. Neural Networks 2, 359-366.
    • (1989) Neural Networks , vol.2 , pp. 359-366
    • Hornik, K.1    Stinchcombe, M.2    White, H.3
  • 24
    • 0025627940 scopus 로고
    • Universal approximation of an unknown mapping and its derivatives using multilayer feedforward networks
    • Hornik, K., Stinchcombe, M., White, H., 1990, Universal approximation of an unknown mapping and its derivatives using multilayer feedforward networks. Neural Networks 3, 551-560.
    • (1990) Neural Networks , vol.3 , pp. 551-560
    • Hornik, K.1    Stinchcombe, M.2    White, H.3
  • 26
    • 84981579311 scopus 로고
    • Maximum likelihood estimation and inference on cointegration with applications to the demand for money
    • Johansen, S., Juselius, K., 1990. Maximum likelihood estimation and inference on cointegration with applications to the demand for money. Oxford Bulletin of Economics and Statistics 52, 169-210.
    • (1990) Oxford Bulletin of Economics and Statistics , vol.52 , pp. 169-210
    • Johansen, S.1    Juselius, K.2
  • 27
    • 0010806992 scopus 로고
    • Are economic forecasts significantly better than naive predictions? An appropriate test
    • Kolb, R.A., Stekler, H.O., 1993. Are economic forecasts significantly better than naive predictions? An appropriate test. International Journal of Forecasting 9, 117-120.
    • (1993) International Journal of Forecasting , vol.9 , pp. 117-120
    • Kolb, R.A.1    Stekler, H.O.2
  • 28
    • 84948516717 scopus 로고
    • Artificial neural networks: An econometric perspective
    • Kuan, C.-M., White, H., 1994. Artificial neural networks: an econometric perspective. Econometric Reviews 13, 1-91.
    • (1994) Econometric Reviews , vol.13 , pp. 1-91
    • Kuan, C.-M.1    White, H.2
  • 29
    • 0001090096 scopus 로고
    • Economic forecast evaluation: Profits versus the conventional error measures
    • Leitch, G., Tanner, J.E., 1991. Economic forecast evaluation: profits versus the conventional error measures. American Economic Review 81, 580-590.
    • (1991) American Economic Review , vol.81 , pp. 580-590
    • Leitch, G.1    Tanner, J.E.2
  • 30
    • 21444437852 scopus 로고    scopus 로고
    • Co-integration constraint and forecasting: An empirical examination
    • Lin, J.-L., Tsay, R.S., 1996. Co-integration constraint and forecasting: an empirical examination. Journal of Applied Econometrics 11, 519-538.
    • (1996) Journal of Applied Econometrics , vol.11 , pp. 519-538
    • Lin, J.-L.1    Tsay, R.S.2
  • 31
    • 0010807266 scopus 로고
    • Artificial neural networks for some macroeconomic series: A first report
    • Maasoumi, E., Khotanzad, A., Abaye, A., 1994. Artificial neural networks for some macroeconomic series: a first report. Econometric Reviews 13, 105-122.
    • (1994) Econometric Reviews , vol.13 , pp. 105-122
    • Maasoumi, E.1    Khotanzad, A.2    Abaye, A.3
  • 33
    • 0010869979 scopus 로고
    • Prediction of final data with use of preliminary and/or revised data
    • forthcoming
    • Mariano, R.S., Tanizaki, H., 1994. Prediction of final data with use of preliminary and/or revised data. Journal of Forecasting (forthcoming).
    • (1994) Journal of Forecasting
    • Mariano, R.S.1    Tanizaki, H.2
  • 34
    • 84977732024 scopus 로고
    • Was it real? The exchange rate-interest differential relation over the modern floating-rate period
    • Meese, R.A., Rogoff, K., 1988. Was it real? The exchange rate -interest differential relation over the modern floating-rate period. Journal of Finance 43, 933-948.
    • (1988) Journal of Finance , vol.43 , pp. 933-948
    • Meese, R.A.1    Rogoff, K.2
  • 35
    • 0003667098 scopus 로고
    • mimeo. Department of Finance, Wharton School, University of Pennsylvania
    • 2, mimeo. Department of Finance, Wharton School, University of Pennsylvania.
    • (1991) 2
    • Mizrach, B.1
  • 36
    • 0000513303 scopus 로고
    • Principled architecture selection for neural networks: Applications to corporate bond rating predictions
    • Moody, J.E., Hanson, S.J., Lippmann, R.P. (Eds.), Morgan Kaufman, San Mateo
    • Moody, J., Utans, J., 1991. Principled architecture selection for neural networks: applications to corporate bond rating predictions. In: Moody, J.E., Hanson, S.J., Lippmann, R.P. (Eds.), Advances in Neural Information Processing Systems 4. Morgan Kaufman, San Mateo, pp. 683-690.
    • (1991) Advances in Neural Information Processing Systems 4 , pp. 683-690
    • Moody, J.1    Utans, J.2
  • 37
    • 0010870340 scopus 로고
    • Predicting the U.S. index of industrial production
    • Moody, J., Levin, U., Rehfuss, S., 1993. Predicting the U.S. index of industrial production. Neural Network World 3, 791-794.
    • (1993) Neural Network World , vol.3 , pp. 791-794
    • Moody, J.1    Levin, U.2    Rehfuss, S.3
  • 39
    • 0010809780 scopus 로고
    • An integrated model of the data measurement and data generation processes with an application to consumers' expenditure
    • Patterson, K.D., 1995. An integrated model of the data measurement and data generation processes with an application to consumers' expenditure. The Economic Journal 105, 54-76.
    • (1995) The Economic Journal , vol.105 , pp. 54-76
    • Patterson, K.D.1
  • 42
    • 38149143543 scopus 로고
    • A generalization of the non-parametric Henriksson-Merton test of market timing
    • Pesaran, M.H., Timmerman, A.G., 1994. A generalization of the non-parametric Henriksson-Merton test of market timing. Economics Letters 44, 1-7.
    • (1994) Economics Letters , vol.44 , pp. 1-7
    • Pesaran, M.H.1    Timmerman, A.G.2
  • 45
    • 0000120766 scopus 로고
    • Estimating the dimension of a model
    • Schwarz, G., 1978. Estimating the dimension of a model. The Annals of Statistics 6, 461-464.
    • (1978) The Annals of Statistics , vol.6 , pp. 461-464
    • Schwarz, G.1
  • 47
  • 48
    • 84979330921 scopus 로고
    • Are economic forecasts valuable?
    • Stekler, H.O., 1994. Are economic forecasts valuable?. Journal of Forecasting 13, 495-505.
    • (1994) Journal of Forecasting , vol.13 , pp. 495-505
    • Stekler, H.O.1
  • 50
    • 21844518145 scopus 로고
    • A model selection approach to assessing the information in the term structure using linear models and artificial neural networks
    • Swanson, N.R., White, H., 1995. A model selection approach to assessing the information in the term structure using linear models and artificial neural networks. Journal of Business and Economic Statistics 13, 265-275.
    • (1995) Journal of Business and Economic Statistics , vol.13 , pp. 265-275
    • Swanson, N.R.1    White, H.2
  • 51
    • 0010811013 scopus 로고    scopus 로고
    • A model selection approach to real-time macroeconomic forecasting using linear models and artificial neural networks
    • forthcoming
    • Swanson, N.R., White, H., 1996. A model selection approach to real-time macroeconomic forecasting using linear models and artificial neural networks. Review of Economics and Statistics (forthcoming).
    • (1996) Review of Economics and Statistics
    • Swanson, N.R.1    White, H.2
  • 52
    • 0000583204 scopus 로고
    • Subsample instability and asymmetries in money-income causality
    • Thoma, M.A., 1994. Subsample instability and asymmetries in money-income causality. Journal of Econometrics 64, 279-306.
    • (1994) Journal of Econometrics , vol.64 , pp. 279-306
    • Thoma, M.A.1
  • 53
    • 0024124328 scopus 로고
    • Economic prediction using neural networks: The case of IBM daily stock returns
    • San Diego. IEEE Press, New York
    • White, H., 1988. Economic prediction using neural networks: The Case of IBM daily stock returns. In: Proceedings of the IEEE International Conference on Neural Networks, San Diego. IEEE Press, New York, pp. 451-458.
    • (1988) Proceedings of the IEEE International Conference on Neural Networks , pp. 451-458
    • White, H.1
  • 54
    • 0000243355 scopus 로고
    • Learning in artificial neural networks: A statistical perspective
    • White, H., 1989. Learning in artificial neural networks: a statistical perspective. Neural Computation 1, 425-464.
    • (1989) Neural Computation , vol.1 , pp. 425-464
    • White, H.1


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